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Models/C4Net

C4Net

Reported on 90 benchmarks across 6 tasks · 1 paper · 78 SOTA

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

Methodology60 results

3DonECSSD
MAE· 2021-10-22
0.029
best: 0.021 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonECSSD
mean E-Measure· 2021-10-22
0.957
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonECSSD
mean F-Measure· 2021-10-22
0.939
best: 0.94 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonPASCAL-S
mean E-Measure· 2021-10-22
0.904
best: 0.905 (CPDR-L)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonPASCAL-S
mean F-Measure· 2021-10-22
0.861
best: 0.874 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonHKU-IS
MAE· 2021-10-22
0.025
best: 0.019 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonHKU-IS
mean E-Measure· 2021-10-22
0.961
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonHKU-IS
mean F-Measure· 2021-10-22
0.931
best: 0.934 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonDUTS-TE
mean E-Measure· 2021-10-22
0.937
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonDUTS-TE
mean F-Measure· 2021-10-22
0.886
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonDUT-OMRON
MAE· 2021-10-22
0.047
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonDUT-OMRON
mean E-Measure· 2021-10-22
0.865
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonDUT-OMRON
mean F-Measure· 2021-10-22
0.788
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonECSSD
MAE· 2021-10-22
0.029
best: 0.021 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonECSSD
mean E-Measure· 2021-10-22
0.957
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonECSSD
mean F-Measure· 2021-10-22
0.939
best: 0.94 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonPASCAL-S
mean E-Measure· 2021-10-22
0.904
best: 0.905 (CPDR-L)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonPASCAL-S
mean F-Measure· 2021-10-22
0.861
best: 0.874 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonHKU-IS
MAE· 2021-10-22
0.025
best: 0.019 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonHKU-IS
mean E-Measure· 2021-10-22
0.961
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonHKU-IS
mean F-Measure· 2021-10-22
0.931
best: 0.934 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonDUTS-TE
mean E-Measure· 2021-10-22
0.937
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonDUTS-TE
mean F-Measure· 2021-10-22
0.886
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonDUT-OMRON
MAE· 2021-10-22
0.047
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonDUT-OMRON
mean E-Measure· 2021-10-22
0.865
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonDUT-OMRON
mean F-Measure· 2021-10-22
0.788
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononECSSD
MAE· 2021-10-22
0.029
best: 0.021 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononECSSD
mean E-Measure· 2021-10-22
0.957
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononECSSD
mean F-Measure· 2021-10-22
0.939
best: 0.94 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononPASCAL-S
mean E-Measure· 2021-10-22
0.904
best: 0.905 (CPDR-L)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononPASCAL-S
mean F-Measure· 2021-10-22
0.861
best: 0.874 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononHKU-IS
MAE· 2021-10-22
0.025
best: 0.019 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononHKU-IS
mean E-Measure· 2021-10-22
0.961
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononHKU-IS
mean F-Measure· 2021-10-22
0.931
best: 0.934 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononDUTS-TE
mean E-Measure· 2021-10-22
0.937
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononDUTS-TE
mean F-Measure· 2021-10-22
0.886
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononDUT-OMRON
MAE· 2021-10-22
0.047
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononDUT-OMRON
mean E-Measure· 2021-10-22
0.865
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononDUT-OMRON
mean F-Measure· 2021-10-22
0.788
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konECSSD
MAE· 2021-10-22
0.029
best: 0.021 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konECSSD
mean E-Measure· 2021-10-22
0.957
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konECSSD
mean F-Measure· 2021-10-22
0.939
best: 0.94 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konPASCAL-S
mean E-Measure· 2021-10-22
0.904
best: 0.905 (CPDR-L)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konPASCAL-S
mean F-Measure· 2021-10-22
0.861
best: 0.874 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konHKU-IS
MAE· 2021-10-22
0.025
best: 0.019 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konHKU-IS
mean E-Measure· 2021-10-22
0.961
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konHKU-IS
mean F-Measure· 2021-10-22
0.931
best: 0.934 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konDUTS-TE
mean E-Measure· 2021-10-22
0.937
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konDUTS-TE
mean F-Measure· 2021-10-22
0.886
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konDUT-OMRON
MAE· 2021-10-22
0.047
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konDUT-OMRON
mean E-Measure· 2021-10-22
0.865
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konDUT-OMRON
mean F-Measure· 2021-10-22
0.788
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonPASCAL-S
MAE· 2021-10-22
0.055
best: 0.039 (CFDN)
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
3DonDUTS-TE
MAE· 2021-10-22
0.029
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonPASCAL-S
MAE· 2021-10-22
0.055
best: 0.039 (CFDN)
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D ClassificationonDUTS-TE
MAE· 2021-10-22
0.029
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononPASCAL-S
MAE· 2021-10-22
0.055
best: 0.039 (CFDN)
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
2D Object DetectiononDUTS-TE
MAE· 2021-10-22
0.029
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konPASCAL-S
MAE· 2021-10-22
0.055
best: 0.039 (CFDN)
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
16konDUTS-TE
MAE· 2021-10-22
0.029
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887

Computer Vision30 results

Object DetectiononECSSD
MAE· 2021-10-22
0.029
best: 0.021 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononECSSD
mean E-Measure· 2021-10-22
0.957
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononECSSD
mean F-Measure· 2021-10-22
0.939
best: 0.94 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononPASCAL-S
mean E-Measure· 2021-10-22
0.904
best: 0.905 (CPDR-L)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononPASCAL-S
mean F-Measure· 2021-10-22
0.861
best: 0.874 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononHKU-IS
MAE· 2021-10-22
0.025
best: 0.019 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononHKU-IS
mean E-Measure· 2021-10-22
0.961
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononHKU-IS
mean F-Measure· 2021-10-22
0.931
best: 0.934 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononDUTS-TE
mean E-Measure· 2021-10-22
0.937
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononDUTS-TE
mean F-Measure· 2021-10-22
0.886
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononDUT-OMRON
MAE· 2021-10-22
0.047
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononDUT-OMRON
mean E-Measure· 2021-10-22
0.865
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononDUT-OMRON
mean F-Measure· 2021-10-22
0.788
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononECSSD
MAE· 2021-10-22
0.029
best: 0.021 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononECSSD
mean E-Measure· 2021-10-22
0.957
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononECSSD
mean F-Measure· 2021-10-22
0.939
best: 0.94 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononPASCAL-S
mean E-Measure· 2021-10-22
0.904
best: 0.905 (CPDR-L)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononPASCAL-S
mean F-Measure· 2021-10-22
0.861
best: 0.874 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononHKU-IS
MAE· 2021-10-22
0.025
best: 0.019 (M3Net-S)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononHKU-IS
mean E-Measure· 2021-10-22
0.961
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononHKU-IS
mean F-Measure· 2021-10-22
0.931
best: 0.934 (TRACER-TE7)
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononDUTS-TE
mean E-Measure· 2021-10-22
0.937
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononDUTS-TE
mean F-Measure· 2021-10-22
0.886
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononDUT-OMRON
MAE· 2021-10-22
0.047
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononDUT-OMRON
mean E-Measure· 2021-10-22
0.865
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononDUT-OMRON
mean F-Measure· 2021-10-22
0.788
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononPASCAL-S
MAE· 2021-10-22
0.055
best: 0.039 (CFDN)
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
Object DetectiononDUTS-TE
MAE· 2021-10-22
0.029
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononPASCAL-S
MAE· 2021-10-22
0.055
best: 0.039 (CFDN)
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887
RGB Salient Object DetectiononDUTS-TE
MAE· 2021-10-22
0.029
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
C$^{4}$Net: Contextual Compression and Complementary Combination Network for Salient Object Detection arXiv:2110.11887