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Models/InSPyReNet (HRSOD, UHRSD)

InSPyReNet (HRSOD, UHRSD)

Reported on 48 benchmarks across 6 tasks · 1 paper · 36 SOTA

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

Methodology32 results

3DonUHRSD
MAE· uses extra data· 2022-09-20
0.02
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonUHRSD
S-Measure· uses extra data· 2022-09-20
0.953
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonUHRSD
mBA· uses extra data· 2022-09-20
0.812
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonUHRSD
max F-Measure· uses extra data· 2022-09-20
0.957
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHRSOD
MAE· uses extra data· 2022-09-20
0.018
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHRSOD
mBA· uses extra data· 2022-09-20
0.771
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonUHRSD
MAE· uses extra data· 2022-09-20
0.02
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonUHRSD
S-Measure· uses extra data· 2022-09-20
0.953
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonUHRSD
mBA· uses extra data· 2022-09-20
0.812
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonUHRSD
max F-Measure· uses extra data· 2022-09-20
0.957
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHRSOD
MAE· uses extra data· 2022-09-20
0.018
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHRSOD
mBA· uses extra data· 2022-09-20
0.771
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononUHRSD
MAE· uses extra data· 2022-09-20
0.02
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononUHRSD
S-Measure· uses extra data· 2022-09-20
0.953
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononUHRSD
mBA· uses extra data· 2022-09-20
0.812
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononUHRSD
max F-Measure· uses extra data· 2022-09-20
0.957
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHRSOD
MAE· uses extra data· 2022-09-20
0.018
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHRSOD
mBA· uses extra data· 2022-09-20
0.771
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konUHRSD
MAE· uses extra data· 2022-09-20
0.02
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konUHRSD
S-Measure· uses extra data· 2022-09-20
0.953
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konUHRSD
mBA· uses extra data· 2022-09-20
0.812
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konUHRSD
max F-Measure· uses extra data· 2022-09-20
0.957
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHRSOD
MAE· uses extra data· 2022-09-20
0.018
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHRSOD
mBA· uses extra data· 2022-09-20
0.771
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHRSOD
S-Measure· uses extra data· 2022-09-20
0.956
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
3DonHRSOD
max F-Measure· uses extra data· 2022-09-20
0.956
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHRSOD
S-Measure· uses extra data· 2022-09-20
0.956
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D ClassificationonHRSOD
max F-Measure· uses extra data· 2022-09-20
0.956
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHRSOD
S-Measure· uses extra data· 2022-09-20
0.956
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
2D Object DetectiononHRSOD
max F-Measure· uses extra data· 2022-09-20
0.956
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHRSOD
S-Measure· uses extra data· 2022-09-20
0.956
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
16konHRSOD
max F-Measure· uses extra data· 2022-09-20
0.956
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475

Computer Vision16 results

Object DetectiononUHRSD
MAE· uses extra data· 2022-09-20
0.02
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononUHRSD
S-Measure· uses extra data· 2022-09-20
0.953
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononUHRSD
mBA· uses extra data· 2022-09-20
0.812
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononUHRSD
max F-Measure· uses extra data· 2022-09-20
0.957
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHRSOD
MAE· uses extra data· 2022-09-20
0.018
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHRSOD
mBA· uses extra data· 2022-09-20
0.771
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononUHRSD
MAE· uses extra data· 2022-09-20
0.02
best: 0.016 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononUHRSD
S-Measure· uses extra data· 2022-09-20
0.953
best: 0.957 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononUHRSD
mBA· uses extra data· 2022-09-20
0.812
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononUHRSD
max F-Measure· uses extra data· 2022-09-20
0.957
best: 0.963 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHRSOD
MAE· uses extra data· 2022-09-20
0.018
best: 0.011 (BiRefNet (DUTS, HRSOD))
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHRSOD
mBA· uses extra data· 2022-09-20
0.771
SOTA
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHRSOD
S-Measure· uses extra data· 2022-09-20
0.956
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
Object DetectiononHRSOD
max F-Measure· uses extra data· 2022-09-20
0.956
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHRSOD
S-Measure· uses extra data· 2022-09-20
0.956
best: 0.963 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475
RGB Salient Object DetectiononHRSOD
max F-Measure· uses extra data· 2022-09-20
0.956
best: 0.965 (PDFNet (HRSOD,UHRSD))
Revisiting Image Pyramid Structure for High Resolution Salient Object Detection arXiv:2209.09475