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Models/InSPyReNet

InSPyReNet

Reported on 324 benchmarks across 6 tasks · 1 paper · 90 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology216 results

3DonECSSD
S-Measure· 2022-09-20
0.936
best: 0.948 (M3Net-S)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHKU-IS
F-measure· 2022-09-20
0.955
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHKU-IS
S-Measure· 2022-09-20
0.944
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDAVIS-S
MAE· 2022-09-20
0.009
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDUTS-TE
S-Measure· 2022-09-20
0.931
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDUT-OMRON
S-Measure· 2022-09-20
0.875
best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHRSOD
MAE· 2022-09-20
0.016
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE4
MAE· 2022-09-20
0.046
best: 0.037 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-VD
E-measure· 2022-09-20
0.921
best: 0.958 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-VD
MAE· 2022-09-20
0.043
best: 0.027 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-VD
weighted F-measure· 2022-09-20
0.826
best: 0.896 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE2
E-measure· 2022-09-20
0.925
best: 0.947 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE2
MAE· 2022-09-20
0.038
best: 0.028 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE2
weighted F-measure· 2022-09-20
0.834
best: 0.885 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE3
MAE· 2022-09-20
0.038
best: 0.027 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonECSSD
S-Measure· 2022-09-20
0.936
best: 0.948 (M3Net-S)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHKU-IS
F-measure· 2022-09-20
0.955
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHKU-IS
S-Measure· 2022-09-20
0.944
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDAVIS-S
MAE· 2022-09-20
0.009
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDUTS-TE
S-Measure· 2022-09-20
0.931
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDUT-OMRON
S-Measure· 2022-09-20
0.875
best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHRSOD
MAE· 2022-09-20
0.016
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE4
MAE· 2022-09-20
0.046
best: 0.037 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-VD
E-measure· 2022-09-20
0.921
best: 0.958 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-VD
MAE· 2022-09-20
0.043
best: 0.027 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-VD
weighted F-measure· 2022-09-20
0.826
best: 0.896 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE2
E-measure· 2022-09-20
0.925
best: 0.947 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE2
MAE· 2022-09-20
0.038
best: 0.028 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE2
weighted F-measure· 2022-09-20
0.834
best: 0.885 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE3
MAE· 2022-09-20
0.038
best: 0.027 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononECSSD
S-Measure· 2022-09-20
0.936
best: 0.948 (M3Net-S)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHKU-IS
F-measure· 2022-09-20
0.955
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHKU-IS
S-Measure· 2022-09-20
0.944
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDAVIS-S
MAE· 2022-09-20
0.009
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDUTS-TE
S-Measure· 2022-09-20
0.931
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDUT-OMRON
S-Measure· 2022-09-20
0.875
best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHRSOD
MAE· 2022-09-20
0.016
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE4
MAE· 2022-09-20
0.046
best: 0.037 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-VD
E-measure· 2022-09-20
0.921
best: 0.958 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-VD
MAE· 2022-09-20
0.043
best: 0.027 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-VD
weighted F-measure· 2022-09-20
0.826
best: 0.896 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE2
E-measure· 2022-09-20
0.925
best: 0.947 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE2
MAE· 2022-09-20
0.038
best: 0.028 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE2
weighted F-measure· 2022-09-20
0.834
best: 0.885 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE3
MAE· 2022-09-20
0.038
best: 0.027 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konECSSD
S-Measure· 2022-09-20
0.936
best: 0.948 (M3Net-S)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHKU-IS
F-measure· 2022-09-20
0.955
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHKU-IS
S-Measure· 2022-09-20
0.944
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDAVIS-S
MAE· 2022-09-20
0.009
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDUTS-TE
S-Measure· 2022-09-20
0.931
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDUT-OMRON
S-Measure· 2022-09-20
0.875
best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHRSOD
MAE· 2022-09-20
0.016
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE4
MAE· 2022-09-20
0.046
best: 0.037 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-VD
E-measure· 2022-09-20
0.921
best: 0.958 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-VD
MAE· 2022-09-20
0.043
best: 0.027 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-VD
weighted F-measure· 2022-09-20
0.826
best: 0.896 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE2
E-measure· 2022-09-20
0.925
best: 0.947 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE2
MAE· 2022-09-20
0.038
best: 0.028 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE2
weighted F-measure· 2022-09-20
0.834
best: 0.885 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE3
MAE· 2022-09-20
0.038
best: 0.027 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonECSSD
F-measure· 2022-09-20
0.96
best: 0.961 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonECSSD
MAE· 2022-09-20
0.031
best: 0.021 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonPASCAL-S
F-measure· 2022-09-20
0.893
best: 0.909 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonPASCAL-S
MAE· 2022-09-20
0.048
best: 0.039 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonPASCAL-S
S-Measure· 2022-09-20
0.893
best: 0.894 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHKU-IS
MAE· 2022-09-20
0.028
best: 0.019 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDAVIS-S
F-measure· 2022-09-20
0.959
best: 0.98 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDAVIS-S
S-measure· 2022-09-20
0.962
best: 0.976 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDAVIS-S
mBA· 2022-09-20
0.743
best: 0.77 (InSPyReNet (DUTS, HRSOD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonUHRSD
MAE· 2022-09-20
0.029
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonUHRSD
S-Measure· 2022-09-20
0.932
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonUHRSD
mBA· 2022-09-20
0.741
best: 0.812 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonUHRSD
max F-Measure· 2022-09-20
0.938
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDUTS-TE
MAE· 2022-09-20
0.024
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDUTS-TE
max F-measure· 2022-09-20
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDUT-OMRON
F-measure· 2022-09-20
0.832
best: 0.849 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDUT-OMRON
MAE· 2022-09-20
0.045
best: 0.036 (BiRefNet (DUTS, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHRSOD
S-Measure· 2022-09-20
0.952
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHRSOD
mBA· 2022-09-20
0.738
best: 0.771 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHRSOD
max F-Measure· 2022-09-20
0.949
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE4
E-measure· 2022-09-20
0.926
best: 0.944 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE4
HCE· 2022-09-20
2243
best: 3999 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE4
S-Measure· 2022-09-20
0.891
best: 0.91 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE4
max F-Measure· 2022-09-20
0.892
best: 0.912 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE4
weighted F-measure· 2022-09-20
0.84
best: 0.867 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-VD
HCE· 2022-09-20
905
best: 1660 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-VD
S-Measure· 2022-09-20
0.887
best: 0.917 (BEN_Base+Refiner)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-VD
max F-Measure· 2022-09-20
0.876
best: 0.923 (BEN_Base)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE2
HCE· 2022-09-20
316
best: 621 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE2
S-Measure· 2022-09-20
0.893
best: 0.924 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE2
max F-Measure· 2022-09-20
0.881
best: 0.921 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE1
HCE· 2022-09-20
148
best: 288 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE1
S-Measure· 2022-09-20
0.862
best: 0.899 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE1
max F-Measure· 2022-09-20
0.834
best: 0.89 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE3
E-measure· 2022-09-20
0.938
best: 0.957 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE3
HCE· 2022-09-20
582
best: 1146 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE3
S-Measure· 2022-09-20
0.902
best: 0.928 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE3
max F-Measure· 2022-09-20
0.904
best: 0.936 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonDIS-TE3
weighted F-measure· 2022-09-20
0.856
best: 0.9 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonECSSD
F-measure· 2022-09-20
0.96
best: 0.961 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonECSSD
MAE· 2022-09-20
0.031
best: 0.021 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonPASCAL-S
F-measure· 2022-09-20
0.893
best: 0.909 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonPASCAL-S
MAE· 2022-09-20
0.048
best: 0.039 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonPASCAL-S
S-Measure· 2022-09-20
0.893
best: 0.894 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHKU-IS
MAE· 2022-09-20
0.028
best: 0.019 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDAVIS-S
F-measure· 2022-09-20
0.959
best: 0.98 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDAVIS-S
S-measure· 2022-09-20
0.962
best: 0.976 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDAVIS-S
mBA· 2022-09-20
0.743
best: 0.77 (InSPyReNet (DUTS, HRSOD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonUHRSD
MAE· 2022-09-20
0.029
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonUHRSD
S-Measure· 2022-09-20
0.932
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonUHRSD
mBA· 2022-09-20
0.741
best: 0.812 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonUHRSD
max F-Measure· 2022-09-20
0.938
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDUTS-TE
MAE· 2022-09-20
0.024
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDUTS-TE
max F-measure· 2022-09-20
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDUT-OMRON
F-measure· 2022-09-20
0.832
best: 0.849 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDUT-OMRON
MAE· 2022-09-20
0.045
best: 0.036 (BiRefNet (DUTS, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHRSOD
S-Measure· 2022-09-20
0.952
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHRSOD
mBA· 2022-09-20
0.738
best: 0.771 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHRSOD
max F-Measure· 2022-09-20
0.949
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE4
E-measure· 2022-09-20
0.926
best: 0.944 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE4
HCE· 2022-09-20
2243
best: 3999 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE4
S-Measure· 2022-09-20
0.891
best: 0.91 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE4
max F-Measure· 2022-09-20
0.892
best: 0.912 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE4
weighted F-measure· 2022-09-20
0.84
best: 0.867 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-VD
HCE· 2022-09-20
905
best: 1660 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-VD
S-Measure· 2022-09-20
0.887
best: 0.917 (BEN_Base+Refiner)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-VD
max F-Measure· 2022-09-20
0.876
best: 0.923 (BEN_Base)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE2
HCE· 2022-09-20
316
best: 621 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE2
S-Measure· 2022-09-20
0.893
best: 0.924 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE2
max F-Measure· 2022-09-20
0.881
best: 0.921 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE1
HCE· 2022-09-20
148
best: 288 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE1
S-Measure· 2022-09-20
0.862
best: 0.899 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE1
max F-Measure· 2022-09-20
0.834
best: 0.89 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE3
E-measure· 2022-09-20
0.938
best: 0.957 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE3
HCE· 2022-09-20
582
best: 1146 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE3
S-Measure· 2022-09-20
0.902
best: 0.928 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE3
max F-Measure· 2022-09-20
0.904
best: 0.936 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonDIS-TE3
weighted F-measure· 2022-09-20
0.856
best: 0.9 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononECSSD
F-measure· 2022-09-20
0.96
best: 0.961 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononECSSD
MAE· 2022-09-20
0.031
best: 0.021 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononPASCAL-S
F-measure· 2022-09-20
0.893
best: 0.909 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononPASCAL-S
MAE· 2022-09-20
0.048
best: 0.039 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononPASCAL-S
S-Measure· 2022-09-20
0.893
best: 0.894 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHKU-IS
MAE· 2022-09-20
0.028
best: 0.019 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDAVIS-S
F-measure· 2022-09-20
0.959
best: 0.98 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDAVIS-S
S-measure· 2022-09-20
0.962
best: 0.976 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDAVIS-S
mBA· 2022-09-20
0.743
best: 0.77 (InSPyReNet (DUTS, HRSOD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononUHRSD
MAE· 2022-09-20
0.029
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononUHRSD
S-Measure· 2022-09-20
0.932
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononUHRSD
mBA· 2022-09-20
0.741
best: 0.812 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononUHRSD
max F-Measure· 2022-09-20
0.938
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDUTS-TE
MAE· 2022-09-20
0.024
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDUTS-TE
max F-measure· 2022-09-20
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDUT-OMRON
F-measure· 2022-09-20
0.832
best: 0.849 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDUT-OMRON
MAE· 2022-09-20
0.045
best: 0.036 (BiRefNet (DUTS, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHRSOD
S-Measure· 2022-09-20
0.952
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHRSOD
mBA· 2022-09-20
0.738
best: 0.771 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHRSOD
max F-Measure· 2022-09-20
0.949
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE4
E-measure· 2022-09-20
0.926
best: 0.944 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE4
HCE· 2022-09-20
2243
best: 3999 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE4
S-Measure· 2022-09-20
0.891
best: 0.91 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE4
max F-Measure· 2022-09-20
0.892
best: 0.912 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE4
weighted F-measure· 2022-09-20
0.84
best: 0.867 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-VD
HCE· 2022-09-20
905
best: 1660 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-VD
S-Measure· 2022-09-20
0.887
best: 0.917 (BEN_Base+Refiner)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-VD
max F-Measure· 2022-09-20
0.876
best: 0.923 (BEN_Base)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE2
HCE· 2022-09-20
316
best: 621 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE2
S-Measure· 2022-09-20
0.893
best: 0.924 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE2
max F-Measure· 2022-09-20
0.881
best: 0.921 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE1
HCE· 2022-09-20
148
best: 288 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE1
S-Measure· 2022-09-20
0.862
best: 0.899 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE1
max F-Measure· 2022-09-20
0.834
best: 0.89 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE3
E-measure· 2022-09-20
0.938
best: 0.957 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE3
HCE· 2022-09-20
582
best: 1146 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE3
S-Measure· 2022-09-20
0.902
best: 0.928 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE3
max F-Measure· 2022-09-20
0.904
best: 0.936 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononDIS-TE3
weighted F-measure· 2022-09-20
0.856
best: 0.9 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konECSSD
F-measure· 2022-09-20
0.96
best: 0.961 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konECSSD
MAE· 2022-09-20
0.031
best: 0.021 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konPASCAL-S
F-measure· 2022-09-20
0.893
best: 0.909 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konPASCAL-S
MAE· 2022-09-20
0.048
best: 0.039 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konPASCAL-S
S-Measure· 2022-09-20
0.893
best: 0.894 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHKU-IS
MAE· 2022-09-20
0.028
best: 0.019 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDAVIS-S
F-measure· 2022-09-20
0.959
best: 0.98 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDAVIS-S
S-measure· 2022-09-20
0.962
best: 0.976 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDAVIS-S
mBA· 2022-09-20
0.743
best: 0.77 (InSPyReNet (DUTS, HRSOD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konUHRSD
MAE· 2022-09-20
0.029
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konUHRSD
S-Measure· 2022-09-20
0.932
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konUHRSD
mBA· 2022-09-20
0.741
best: 0.812 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konUHRSD
max F-Measure· 2022-09-20
0.938
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDUTS-TE
MAE· 2022-09-20
0.024
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDUTS-TE
max F-measure· 2022-09-20
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDUT-OMRON
F-measure· 2022-09-20
0.832
best: 0.849 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDUT-OMRON
MAE· 2022-09-20
0.045
best: 0.036 (BiRefNet (DUTS, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHRSOD
S-Measure· 2022-09-20
0.952
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHRSOD
mBA· 2022-09-20
0.738
best: 0.771 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHRSOD
max F-Measure· 2022-09-20
0.949
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE4
E-measure· 2022-09-20
0.926
best: 0.944 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE4
HCE· 2022-09-20
2243
best: 3999 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE4
S-Measure· 2022-09-20
0.891
best: 0.91 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE4
max F-Measure· 2022-09-20
0.892
best: 0.912 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE4
weighted F-measure· 2022-09-20
0.84
best: 0.867 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-VD
HCE· 2022-09-20
905
best: 1660 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-VD
S-Measure· 2022-09-20
0.887
best: 0.917 (BEN_Base+Refiner)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-VD
max F-Measure· 2022-09-20
0.876
best: 0.923 (BEN_Base)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE2
HCE· 2022-09-20
316
best: 621 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE2
S-Measure· 2022-09-20
0.893
best: 0.924 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE2
max F-Measure· 2022-09-20
0.881
best: 0.921 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE1
HCE· 2022-09-20
148
best: 288 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE1
S-Measure· 2022-09-20
0.862
best: 0.899 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE1
max F-Measure· 2022-09-20
0.834
best: 0.89 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE3
E-measure· 2022-09-20
0.938
best: 0.957 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE3
HCE· 2022-09-20
582
best: 1146 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE3
S-Measure· 2022-09-20
0.902
best: 0.928 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE3
max F-Measure· 2022-09-20
0.904
best: 0.936 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konDIS-TE3
weighted F-measure· 2022-09-20
0.856
best: 0.9 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475

Computer Vision108 results

Object DetectiononECSSD
S-Measure· 2022-09-20
0.936
best: 0.948 (M3Net-S)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHKU-IS
F-measure· 2022-09-20
0.955
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHKU-IS
S-Measure· 2022-09-20
0.944
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDAVIS-S
MAE· 2022-09-20
0.009
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDUTS-TE
S-Measure· 2022-09-20
0.931
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDUT-OMRON
S-Measure· 2022-09-20
0.875
best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHRSOD
MAE· 2022-09-20
0.016
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE4
MAE· 2022-09-20
0.046
best: 0.037 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-VD
E-measure· 2022-09-20
0.921
best: 0.958 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-VD
MAE· 2022-09-20
0.043
best: 0.027 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-VD
weighted F-measure· 2022-09-20
0.826
best: 0.896 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE2
E-measure· 2022-09-20
0.925
best: 0.947 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE2
MAE· 2022-09-20
0.038
best: 0.028 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE2
weighted F-measure· 2022-09-20
0.834
best: 0.885 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE3
MAE· 2022-09-20
0.038
best: 0.027 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononECSSD
S-Measure· 2022-09-20
0.936
best: 0.948 (M3Net-S)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHKU-IS
F-measure· 2022-09-20
0.955
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHKU-IS
S-Measure· 2022-09-20
0.944
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDAVIS-S
MAE· 2022-09-20
0.009
best: 0.006 (BiRefNet (HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDUTS-TE
S-Measure· 2022-09-20
0.931
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDUT-OMRON
S-Measure· 2022-09-20
0.875
best: 0.882 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHRSOD
MAE· 2022-09-20
0.016
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE4
MAE· 2022-09-20
0.046
best: 0.037 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-VD
E-measure· 2022-09-20
0.921
best: 0.958 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-VD
MAE· 2022-09-20
0.043
best: 0.027 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-VD
weighted F-measure· 2022-09-20
0.826
best: 0.896 (BEN_Base+Refiner)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE2
E-measure· 2022-09-20
0.925
best: 0.947 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE2
MAE· 2022-09-20
0.038
best: 0.028 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE2
weighted F-measure· 2022-09-20
0.834
best: 0.885 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE3
MAE· 2022-09-20
0.038
best: 0.027 (PDFNet)
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononECSSD
F-measure· 2022-09-20
0.96
best: 0.961 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononECSSD
MAE· 2022-09-20
0.031
best: 0.021 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononPASCAL-S
F-measure· 2022-09-20
0.893
best: 0.909 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononPASCAL-S
MAE· 2022-09-20
0.048
best: 0.039 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononPASCAL-S
S-Measure· 2022-09-20
0.893
best: 0.894 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHKU-IS
MAE· 2022-09-20
0.028
best: 0.019 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDAVIS-S
F-measure· 2022-09-20
0.959
best: 0.98 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDAVIS-S
S-measure· 2022-09-20
0.962
best: 0.976 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDAVIS-S
mBA· 2022-09-20
0.743
best: 0.77 (InSPyReNet (DUTS, HRSOD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononUHRSD
MAE· 2022-09-20
0.029
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononUHRSD
S-Measure· 2022-09-20
0.932
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononUHRSD
mBA· 2022-09-20
0.741
best: 0.812 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononUHRSD
max F-Measure· 2022-09-20
0.938
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDUTS-TE
MAE· 2022-09-20
0.024
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDUTS-TE
max F-measure· 2022-09-20
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDUT-OMRON
F-measure· 2022-09-20
0.832
best: 0.849 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDUT-OMRON
MAE· 2022-09-20
0.045
best: 0.036 (BiRefNet (DUTS, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHRSOD
S-Measure· 2022-09-20
0.952
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHRSOD
mBA· 2022-09-20
0.738
best: 0.771 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHRSOD
max F-Measure· 2022-09-20
0.949
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE4
E-measure· 2022-09-20
0.926
best: 0.944 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE4
HCE· 2022-09-20
2243
best: 3999 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE4
S-Measure· 2022-09-20
0.891
best: 0.91 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE4
max F-Measure· 2022-09-20
0.892
best: 0.912 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE4
weighted F-measure· 2022-09-20
0.84
best: 0.867 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-VD
HCE· 2022-09-20
905
best: 1660 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-VD
S-Measure· 2022-09-20
0.887
best: 0.917 (BEN_Base+Refiner)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-VD
max F-Measure· 2022-09-20
0.876
best: 0.923 (BEN_Base)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE2
HCE· 2022-09-20
316
best: 621 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE2
S-Measure· 2022-09-20
0.893
best: 0.924 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE2
max F-Measure· 2022-09-20
0.881
best: 0.921 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE1
HCE· 2022-09-20
148
best: 288 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE1
S-Measure· 2022-09-20
0.862
best: 0.899 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE1
max F-Measure· 2022-09-20
0.834
best: 0.89 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE3
E-measure· 2022-09-20
0.938
best: 0.957 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE3
HCE· 2022-09-20
582
best: 1146 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE3
S-Measure· 2022-09-20
0.902
best: 0.928 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE3
max F-Measure· 2022-09-20
0.904
best: 0.936 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononDIS-TE3
weighted F-measure· 2022-09-20
0.856
best: 0.9 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononECSSD
F-measure· 2022-09-20
0.96
best: 0.961 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononECSSD
MAE· 2022-09-20
0.031
best: 0.021 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononPASCAL-S
F-measure· 2022-09-20
0.893
best: 0.909 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononPASCAL-S
MAE· 2022-09-20
0.048
best: 0.039 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononPASCAL-S
S-Measure· 2022-09-20
0.893
best: 0.894 (CFDN)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHKU-IS
MAE· 2022-09-20
0.028
best: 0.019 (M3Net-S)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDAVIS-S
F-measure· 2022-09-20
0.959
best: 0.98 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDAVIS-S
S-measure· 2022-09-20
0.962
best: 0.976 (BiRefNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDAVIS-S
mBA· 2022-09-20
0.743
best: 0.77 (InSPyReNet (DUTS, HRSOD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononUHRSD
MAE· 2022-09-20
0.029
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononUHRSD
S-Measure· 2022-09-20
0.932
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononUHRSD
mBA· 2022-09-20
0.741
best: 0.812 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononUHRSD
max F-Measure· 2022-09-20
0.938
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDUTS-TE
MAE· 2022-09-20
0.024
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDUTS-TE
max F-measure· 2022-09-20
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDUT-OMRON
F-measure· 2022-09-20
0.832
best: 0.849 (TRACER-TE7)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDUT-OMRON
MAE· 2022-09-20
0.045
best: 0.036 (BiRefNet (DUTS, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHRSOD
S-Measure· 2022-09-20
0.952
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHRSOD
mBA· 2022-09-20
0.738
best: 0.771 (InSPyReNet (HRSOD, UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHRSOD
max F-Measure· 2022-09-20
0.949
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE4
E-measure· 2022-09-20
0.926
best: 0.944 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE4
HCE· 2022-09-20
2243
best: 3999 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE4
S-Measure· 2022-09-20
0.891
best: 0.91 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE4
max F-Measure· 2022-09-20
0.892
best: 0.912 (MVANet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE4
weighted F-measure· 2022-09-20
0.84
best: 0.867 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-VD
HCE· 2022-09-20
905
best: 1660 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-VD
S-Measure· 2022-09-20
0.887
best: 0.917 (BEN_Base+Refiner)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-VD
max F-Measure· 2022-09-20
0.876
best: 0.923 (BEN_Base)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE2
HCE· 2022-09-20
316
best: 621 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE2
S-Measure· 2022-09-20
0.893
best: 0.924 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE2
max F-Measure· 2022-09-20
0.881
best: 0.921 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE1
HCE· 2022-09-20
148
best: 288 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE1
S-Measure· 2022-09-20
0.862
best: 0.899 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE1
max F-Measure· 2022-09-20
0.834
best: 0.89 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE3
E-measure· 2022-09-20
0.938
best: 0.957 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE3
HCE· 2022-09-20
582
best: 1146 (BSV1)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE3
S-Measure· 2022-09-20
0.902
best: 0.928 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE3
max F-Measure· 2022-09-20
0.904
best: 0.936 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononDIS-TE3
weighted F-measure· 2022-09-20
0.856
best: 0.9 (PDFNet)
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475