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Models/BiRefNet

BiRefNet

Reported on 264 benchmarks across 8 tasks · 1 paper · 198 SOTA

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

Methodology168 results

3DonDIS-TE4
E-measure· 2024-01-07
0.937
best: 0.944 (MVANet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE4
MAE· 2024-01-07
0.04
best: 0.037 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE4
weighted F-measure· 2024-01-07
0.861
best: 0.867 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-VD
E-measure· 2024-01-07
0.928
best: 0.958 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-VD
MAE· 2024-01-07
0.038
best: 0.027 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-VD
weighted F-measure· 2024-01-07
0.853
best: 0.896 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE2
E-measure· 2024-01-07
0.935
best: 0.947 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE2
MAE· 2024-01-07
0.035
best: 0.028 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE2
max F-Measure· 2024-01-07
0.898
best: 0.921 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE2
weighted F-measure· 2024-01-07
0.863
best: 0.885 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE1
E-measure· 2024-01-07
0.908
best: 0.927 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE1
MAE· 2024-01-07
0.038
best: 0.031 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE1
S-Measure· 2024-01-07
0.882
best: 0.899 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE1
max F-Measure· 2024-01-07
0.855
best: 0.89 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE1
weighted F-measure· 2024-01-07
0.814
best: 0.846 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE3
E-measure· 2024-01-07
0.952
best: 0.957 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE3
MAE· 2024-01-07
0.03
best: 0.027 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE3
max F-Measure· 2024-01-07
0.923
best: 0.936 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE3
weighted F-measure· 2024-01-07
0.891
best: 0.9 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonCHAMELEON
MAE· 2024-01-07
0.015
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonCHAMELEON
S-measure· 2024-01-07
0.932
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonCHAMELEON
weighted F-measure· 2024-01-07
0.914
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonCOD
MAE· uses extra data· 2024-01-07
0.014
best: 0.013 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonCOD
S-Measure· uses extra data· 2024-01-07
0.913
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonCOD
Weighted F-Measure· uses extra data· 2024-01-07
0.874
best: 0.883 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonCAMO
MAE· 2024-01-07
0.03
best: 0.025 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonCAMO
S-Measure· 2024-01-07
0.904
best: 0.912 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonCAMO
Weighted F-Measure· 2024-01-07
0.89
best: 0.904 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonNC4K
MAE· 2024-01-07
0.023
best: 0.02 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonNC4K
S-measure· 2024-01-07
0.914
best: 0.915 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonNC4K
weighted F-measure· 2024-01-07
0.894
best: 0.906 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE4
E-measure· 2024-01-07
0.937
best: 0.944 (MVANet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE4
MAE· 2024-01-07
0.04
best: 0.037 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE4
weighted F-measure· 2024-01-07
0.861
best: 0.867 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-VD
E-measure· 2024-01-07
0.928
best: 0.958 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-VD
MAE· 2024-01-07
0.038
best: 0.027 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-VD
weighted F-measure· 2024-01-07
0.853
best: 0.896 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE2
E-measure· 2024-01-07
0.935
best: 0.947 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE2
MAE· 2024-01-07
0.035
best: 0.028 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE2
max F-Measure· 2024-01-07
0.898
best: 0.921 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE2
weighted F-measure· 2024-01-07
0.863
best: 0.885 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE1
E-measure· 2024-01-07
0.908
best: 0.927 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE1
MAE· 2024-01-07
0.038
best: 0.031 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE1
S-Measure· 2024-01-07
0.882
best: 0.899 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE1
max F-Measure· 2024-01-07
0.855
best: 0.89 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE1
weighted F-measure· 2024-01-07
0.814
best: 0.846 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE3
E-measure· 2024-01-07
0.952
best: 0.957 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE3
MAE· 2024-01-07
0.03
best: 0.027 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE3
max F-Measure· 2024-01-07
0.923
best: 0.936 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE3
weighted F-measure· 2024-01-07
0.891
best: 0.9 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonCHAMELEON
MAE· 2024-01-07
0.015
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonCHAMELEON
S-measure· 2024-01-07
0.932
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonCHAMELEON
weighted F-measure· 2024-01-07
0.914
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonCOD
MAE· uses extra data· 2024-01-07
0.014
best: 0.013 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonCOD
S-Measure· uses extra data· 2024-01-07
0.913
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonCOD
Weighted F-Measure· uses extra data· 2024-01-07
0.874
best: 0.883 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonCAMO
MAE· 2024-01-07
0.03
best: 0.025 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonCAMO
S-Measure· 2024-01-07
0.904
best: 0.912 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonCAMO
Weighted F-Measure· 2024-01-07
0.89
best: 0.904 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonNC4K
MAE· 2024-01-07
0.023
best: 0.02 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonNC4K
S-measure· 2024-01-07
0.914
best: 0.915 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonNC4K
weighted F-measure· 2024-01-07
0.894
best: 0.906 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE4
E-measure· 2024-01-07
0.937
best: 0.944 (MVANet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE4
MAE· 2024-01-07
0.04
best: 0.037 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE4
weighted F-measure· 2024-01-07
0.861
best: 0.867 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-VD
E-measure· 2024-01-07
0.928
best: 0.958 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-VD
MAE· 2024-01-07
0.038
best: 0.027 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-VD
weighted F-measure· 2024-01-07
0.853
best: 0.896 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE2
E-measure· 2024-01-07
0.935
best: 0.947 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE2
MAE· 2024-01-07
0.035
best: 0.028 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE2
max F-Measure· 2024-01-07
0.898
best: 0.921 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE2
weighted F-measure· 2024-01-07
0.863
best: 0.885 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE1
E-measure· 2024-01-07
0.908
best: 0.927 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE1
MAE· 2024-01-07
0.038
best: 0.031 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE1
S-Measure· 2024-01-07
0.882
best: 0.899 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE1
max F-Measure· 2024-01-07
0.855
best: 0.89 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE1
weighted F-measure· 2024-01-07
0.814
best: 0.846 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE3
E-measure· 2024-01-07
0.952
best: 0.957 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE3
MAE· 2024-01-07
0.03
best: 0.027 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE3
max F-Measure· 2024-01-07
0.923
best: 0.936 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE3
weighted F-measure· 2024-01-07
0.891
best: 0.9 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononCHAMELEON
MAE· 2024-01-07
0.015
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononCHAMELEON
S-measure· 2024-01-07
0.932
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononCHAMELEON
weighted F-measure· 2024-01-07
0.914
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononCOD
MAE· uses extra data· 2024-01-07
0.014
best: 0.013 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononCOD
S-Measure· uses extra data· 2024-01-07
0.913
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononCOD
Weighted F-Measure· uses extra data· 2024-01-07
0.874
best: 0.883 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononCAMO
MAE· 2024-01-07
0.03
best: 0.025 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononCAMO
S-Measure· 2024-01-07
0.904
best: 0.912 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononCAMO
Weighted F-Measure· 2024-01-07
0.89
best: 0.904 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononNC4K
MAE· 2024-01-07
0.023
best: 0.02 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononNC4K
S-measure· 2024-01-07
0.914
best: 0.915 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononNC4K
weighted F-measure· 2024-01-07
0.894
best: 0.906 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE4
E-measure· 2024-01-07
0.937
best: 0.944 (MVANet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE4
MAE· 2024-01-07
0.04
best: 0.037 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE4
weighted F-measure· 2024-01-07
0.861
best: 0.867 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-VD
E-measure· 2024-01-07
0.928
best: 0.958 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-VD
MAE· 2024-01-07
0.038
best: 0.027 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-VD
weighted F-measure· 2024-01-07
0.853
best: 0.896 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE2
E-measure· 2024-01-07
0.935
best: 0.947 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE2
MAE· 2024-01-07
0.035
best: 0.028 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE2
max F-Measure· 2024-01-07
0.898
best: 0.921 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE2
weighted F-measure· 2024-01-07
0.863
best: 0.885 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE1
E-measure· 2024-01-07
0.908
best: 0.927 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE1
MAE· 2024-01-07
0.038
best: 0.031 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE1
S-Measure· 2024-01-07
0.882
best: 0.899 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE1
max F-Measure· 2024-01-07
0.855
best: 0.89 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE1
weighted F-measure· 2024-01-07
0.814
best: 0.846 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE3
E-measure· 2024-01-07
0.952
best: 0.957 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE3
MAE· 2024-01-07
0.03
best: 0.027 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE3
max F-Measure· 2024-01-07
0.923
best: 0.936 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE3
weighted F-measure· 2024-01-07
0.891
best: 0.9 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konCHAMELEON
MAE· 2024-01-07
0.015
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konCHAMELEON
S-measure· 2024-01-07
0.932
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konCHAMELEON
weighted F-measure· 2024-01-07
0.914
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konCOD
MAE· uses extra data· 2024-01-07
0.014
best: 0.013 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konCOD
S-Measure· uses extra data· 2024-01-07
0.913
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konCOD
Weighted F-Measure· uses extra data· 2024-01-07
0.874
best: 0.883 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konCAMO
MAE· 2024-01-07
0.03
best: 0.025 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konCAMO
S-Measure· 2024-01-07
0.904
best: 0.912 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konCAMO
Weighted F-Measure· 2024-01-07
0.89
best: 0.904 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konNC4K
MAE· 2024-01-07
0.023
best: 0.02 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konNC4K
S-measure· 2024-01-07
0.914
best: 0.915 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konNC4K
weighted F-measure· 2024-01-07
0.894
best: 0.906 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE4
HCE· 2024-01-07
2746
best: 3999 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE4
S-Measure· 2024-01-07
0.898
best: 0.91 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE4
max F-Measure· 2024-01-07
0.9
best: 0.912 (MVANet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-VD
HCE· 2024-01-07
1006
best: 1660 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-VD
S-Measure· 2024-01-07
0.898
best: 0.917 (BEN_Base+Refiner)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-VD
max F-Measure· 2024-01-07
0.889
best: 0.923 (BEN_Base)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE2
HCE· 2024-01-07
265
best: 621 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE2
S-Measure· 2024-01-07
0.904
best: 0.924 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE1
HCE· 2024-01-07
106
best: 288 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE3
HCE· 2024-01-07
573
best: 1146 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
3DonDIS-TE3
S-Measure· 2024-01-07
0.918
best: 0.928 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE4
HCE· 2024-01-07
2746
best: 3999 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE4
S-Measure· 2024-01-07
0.898
best: 0.91 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE4
max F-Measure· 2024-01-07
0.9
best: 0.912 (MVANet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-VD
HCE· 2024-01-07
1006
best: 1660 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-VD
S-Measure· 2024-01-07
0.898
best: 0.917 (BEN_Base+Refiner)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-VD
max F-Measure· 2024-01-07
0.889
best: 0.923 (BEN_Base)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE2
HCE· 2024-01-07
265
best: 621 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE2
S-Measure· 2024-01-07
0.904
best: 0.924 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE1
HCE· 2024-01-07
106
best: 288 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE3
HCE· 2024-01-07
573
best: 1146 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D ClassificationonDIS-TE3
S-Measure· 2024-01-07
0.918
best: 0.928 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE4
HCE· 2024-01-07
2746
best: 3999 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE4
S-Measure· 2024-01-07
0.898
best: 0.91 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE4
max F-Measure· 2024-01-07
0.9
best: 0.912 (MVANet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-VD
HCE· 2024-01-07
1006
best: 1660 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-VD
S-Measure· 2024-01-07
0.898
best: 0.917 (BEN_Base+Refiner)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-VD
max F-Measure· 2024-01-07
0.889
best: 0.923 (BEN_Base)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE2
HCE· 2024-01-07
265
best: 621 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE2
S-Measure· 2024-01-07
0.904
best: 0.924 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE1
HCE· 2024-01-07
106
best: 288 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE3
HCE· 2024-01-07
573
best: 1146 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
2D Object DetectiononDIS-TE3
S-Measure· 2024-01-07
0.918
best: 0.928 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE4
HCE· 2024-01-07
2746
best: 3999 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE4
S-Measure· 2024-01-07
0.898
best: 0.91 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE4
max F-Measure· 2024-01-07
0.9
best: 0.912 (MVANet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-VD
HCE· 2024-01-07
1006
best: 1660 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-VD
S-Measure· 2024-01-07
0.898
best: 0.917 (BEN_Base+Refiner)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-VD
max F-Measure· 2024-01-07
0.889
best: 0.923 (BEN_Base)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE2
HCE· 2024-01-07
265
best: 621 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE2
S-Measure· 2024-01-07
0.904
best: 0.924 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE1
HCE· 2024-01-07
106
best: 288 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE3
HCE· 2024-01-07
573
best: 1146 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
16konDIS-TE3
S-Measure· 2024-01-07
0.918
best: 0.928 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407

Computer Vision96 results

Object DetectiononDIS-TE4
E-measure· 2024-01-07
0.937
best: 0.944 (MVANet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE4
MAE· 2024-01-07
0.04
best: 0.037 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE4
weighted F-measure· 2024-01-07
0.861
best: 0.867 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-VD
E-measure· 2024-01-07
0.928
best: 0.958 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-VD
MAE· 2024-01-07
0.038
best: 0.027 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-VD
weighted F-measure· 2024-01-07
0.853
best: 0.896 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE2
E-measure· 2024-01-07
0.935
best: 0.947 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE2
MAE· 2024-01-07
0.035
best: 0.028 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE2
max F-Measure· 2024-01-07
0.898
best: 0.921 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE2
weighted F-measure· 2024-01-07
0.863
best: 0.885 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE1
E-measure· 2024-01-07
0.908
best: 0.927 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE1
MAE· 2024-01-07
0.038
best: 0.031 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE1
S-Measure· 2024-01-07
0.882
best: 0.899 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE1
max F-Measure· 2024-01-07
0.855
best: 0.89 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE1
weighted F-measure· 2024-01-07
0.814
best: 0.846 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE3
E-measure· 2024-01-07
0.952
best: 0.957 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE3
MAE· 2024-01-07
0.03
best: 0.027 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE3
max F-Measure· 2024-01-07
0.923
best: 0.936 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE3
weighted F-measure· 2024-01-07
0.891
best: 0.9 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononCHAMELEON
MAE· 2024-01-07
0.015
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononCHAMELEON
S-measure· 2024-01-07
0.932
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononCHAMELEON
weighted F-measure· 2024-01-07
0.914
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononCOD
MAE· uses extra data· 2024-01-07
0.014
best: 0.013 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononCOD
S-Measure· uses extra data· 2024-01-07
0.913
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononCOD
Weighted F-Measure· uses extra data· 2024-01-07
0.874
best: 0.883 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononCAMO
MAE· 2024-01-07
0.03
best: 0.025 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononCAMO
S-Measure· 2024-01-07
0.904
best: 0.912 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononCAMO
Weighted F-Measure· 2024-01-07
0.89
best: 0.904 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononNC4K
MAE· 2024-01-07
0.023
best: 0.02 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononNC4K
S-measure· 2024-01-07
0.914
best: 0.915 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononNC4K
weighted F-measure· 2024-01-07
0.894
best: 0.906 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE4
E-measure· 2024-01-07
0.937
best: 0.944 (MVANet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE4
MAE· 2024-01-07
0.04
best: 0.037 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE4
weighted F-measure· 2024-01-07
0.861
best: 0.867 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-VD
E-measure· 2024-01-07
0.928
best: 0.958 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-VD
MAE· 2024-01-07
0.038
best: 0.027 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-VD
weighted F-measure· 2024-01-07
0.853
best: 0.896 (BEN_Base+Refiner)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE2
E-measure· 2024-01-07
0.935
best: 0.947 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE2
MAE· 2024-01-07
0.035
best: 0.028 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE2
max F-Measure· 2024-01-07
0.898
best: 0.921 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE2
weighted F-measure· 2024-01-07
0.863
best: 0.885 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE1
E-measure· 2024-01-07
0.908
best: 0.927 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE1
MAE· 2024-01-07
0.038
best: 0.031 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE1
S-Measure· 2024-01-07
0.882
best: 0.899 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE1
max F-Measure· 2024-01-07
0.855
best: 0.89 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE1
weighted F-measure· 2024-01-07
0.814
best: 0.846 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE3
E-measure· 2024-01-07
0.952
best: 0.957 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE3
MAE· 2024-01-07
0.03
best: 0.027 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE3
max F-Measure· 2024-01-07
0.923
best: 0.936 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE3
weighted F-measure· 2024-01-07
0.891
best: 0.9 (PDFNet)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonCHAMELEON
MAE· 2024-01-07
0.015
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonCHAMELEON
S-measure· 2024-01-07
0.932
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonCHAMELEON
weighted F-measure· 2024-01-07
0.914
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonCOD
MAE· uses extra data· 2024-01-07
0.014
best: 0.013 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonCOD
S-Measure· uses extra data· 2024-01-07
0.913
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonCOD
Weighted F-Measure· uses extra data· 2024-01-07
0.874
best: 0.883 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonCAMO
MAE· 2024-01-07
0.03
best: 0.025 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonCAMO
S-Measure· 2024-01-07
0.904
best: 0.912 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonCAMO
Weighted F-Measure· 2024-01-07
0.89
best: 0.904 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonNC4K
MAE· 2024-01-07
0.023
best: 0.02 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonNC4K
S-measure· 2024-01-07
0.914
best: 0.915 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Camouflaged Object SegmentationonNC4K
weighted F-measure· 2024-01-07
0.894
best: 0.906 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonCHAMELEON
MAE· 2024-01-07
0.015
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonCHAMELEON
S-measure· 2024-01-07
0.932
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonCHAMELEON
weighted F-measure· 2024-01-07
0.914
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonCOD
MAE· uses extra data· 2024-01-07
0.014
best: 0.013 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonCOD
S-Measure· uses extra data· 2024-01-07
0.913
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonCOD
Weighted F-Measure· uses extra data· 2024-01-07
0.874
best: 0.883 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonCAMO
MAE· 2024-01-07
0.03
best: 0.025 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonCAMO
S-Measure· 2024-01-07
0.904
best: 0.912 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonCAMO
Weighted F-Measure· 2024-01-07
0.89
best: 0.904 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonNC4K
MAE· 2024-01-07
0.023
best: 0.02 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonNC4K
S-measure· 2024-01-07
0.914
best: 0.915 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object SegmentationonNC4K
weighted F-measure· 2024-01-07
0.894
best: 0.906 (FOCUS)
SOTA
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE4
HCE· 2024-01-07
2746
best: 3999 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE4
S-Measure· 2024-01-07
0.898
best: 0.91 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE4
max F-Measure· 2024-01-07
0.9
best: 0.912 (MVANet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-VD
HCE· 2024-01-07
1006
best: 1660 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-VD
S-Measure· 2024-01-07
0.898
best: 0.917 (BEN_Base+Refiner)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-VD
max F-Measure· 2024-01-07
0.889
best: 0.923 (BEN_Base)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE2
HCE· 2024-01-07
265
best: 621 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE2
S-Measure· 2024-01-07
0.904
best: 0.924 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE1
HCE· 2024-01-07
106
best: 288 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE3
HCE· 2024-01-07
573
best: 1146 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
Object DetectiononDIS-TE3
S-Measure· 2024-01-07
0.918
best: 0.928 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE4
HCE· 2024-01-07
2746
best: 3999 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE4
S-Measure· 2024-01-07
0.898
best: 0.91 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE4
max F-Measure· 2024-01-07
0.9
best: 0.912 (MVANet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-VD
HCE· 2024-01-07
1006
best: 1660 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-VD
S-Measure· 2024-01-07
0.898
best: 0.917 (BEN_Base+Refiner)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-VD
max F-Measure· 2024-01-07
0.889
best: 0.923 (BEN_Base)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE2
HCE· 2024-01-07
265
best: 621 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE2
S-Measure· 2024-01-07
0.904
best: 0.924 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE1
HCE· 2024-01-07
106
best: 288 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE3
HCE· 2024-01-07
573
best: 1146 (BSV1)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407
RGB Salient Object DetectiononDIS-TE3
S-Measure· 2024-01-07
0.918
best: 0.928 (PDFNet)
Bilateral Reference for High-Resolution Dichotomous Image Segmentation arXiv:2401.03407