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Models/CPDR-L

CPDR-L

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

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

Methodology60 results

3DonPASCAL-S
mean E-Measure· 2025-01-11
0.905
SOTA
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonPASCAL-S
mean E-Measure· 2025-01-11
0.905
SOTA
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononPASCAL-S
mean E-Measure· 2025-01-11
0.905
SOTA
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konPASCAL-S
mean E-Measure· 2025-01-11
0.905
SOTA
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonECSSD
MAE· 2025-01-11
0.033
best: 0.021 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonECSSD
mean E-Measure· 2025-01-11
0.951
best: 0.957 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonECSSD
mean F-Measure· 2025-01-11
0.921
best: 0.94 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonPASCAL-S
MAE· 2025-01-11
0.061
best: 0.039 (CFDN)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonPASCAL-S
mean F-Measure· 2025-01-11
0.836
best: 0.874 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonHKU-IS
MAE· 2025-01-11
0.028
best: 0.019 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonHKU-IS
mean E-Measure· 2025-01-11
0.954
best: 0.961 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonHKU-IS
mean F-Measure· 2025-01-11
0.908
best: 0.934 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonDUTS-TE
MAE· 2025-01-11
0.034
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonDUTS-TE
mean E-Measure· 2025-01-11
0.931
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonDUTS-TE
mean F-Measure· 2025-01-11
0.853
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonDUT-OMRON
MAE· 2025-01-11
0.048
best: 0.036 (BiRefNet (DUTS, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonDUT-OMRON
mean E-Measure· 2025-01-11
0.883
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
3DonDUT-OMRON
mean F-Measure· 2025-01-11
0.782
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonECSSD
MAE· 2025-01-11
0.033
best: 0.021 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonECSSD
mean E-Measure· 2025-01-11
0.951
best: 0.957 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonECSSD
mean F-Measure· 2025-01-11
0.921
best: 0.94 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonPASCAL-S
MAE· 2025-01-11
0.061
best: 0.039 (CFDN)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonPASCAL-S
mean F-Measure· 2025-01-11
0.836
best: 0.874 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonHKU-IS
MAE· 2025-01-11
0.028
best: 0.019 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonHKU-IS
mean E-Measure· 2025-01-11
0.954
best: 0.961 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonHKU-IS
mean F-Measure· 2025-01-11
0.908
best: 0.934 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonDUTS-TE
MAE· 2025-01-11
0.034
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonDUTS-TE
mean E-Measure· 2025-01-11
0.931
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonDUTS-TE
mean F-Measure· 2025-01-11
0.853
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonDUT-OMRON
MAE· 2025-01-11
0.048
best: 0.036 (BiRefNet (DUTS, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonDUT-OMRON
mean E-Measure· 2025-01-11
0.883
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D ClassificationonDUT-OMRON
mean F-Measure· 2025-01-11
0.782
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononECSSD
MAE· 2025-01-11
0.033
best: 0.021 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononECSSD
mean E-Measure· 2025-01-11
0.951
best: 0.957 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononECSSD
mean F-Measure· 2025-01-11
0.921
best: 0.94 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononPASCAL-S
MAE· 2025-01-11
0.061
best: 0.039 (CFDN)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononPASCAL-S
mean F-Measure· 2025-01-11
0.836
best: 0.874 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononHKU-IS
MAE· 2025-01-11
0.028
best: 0.019 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononHKU-IS
mean E-Measure· 2025-01-11
0.954
best: 0.961 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononHKU-IS
mean F-Measure· 2025-01-11
0.908
best: 0.934 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononDUTS-TE
MAE· 2025-01-11
0.034
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononDUTS-TE
mean E-Measure· 2025-01-11
0.931
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononDUTS-TE
mean F-Measure· 2025-01-11
0.853
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononDUT-OMRON
MAE· 2025-01-11
0.048
best: 0.036 (BiRefNet (DUTS, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononDUT-OMRON
mean E-Measure· 2025-01-11
0.883
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
2D Object DetectiononDUT-OMRON
mean F-Measure· 2025-01-11
0.782
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konECSSD
MAE· 2025-01-11
0.033
best: 0.021 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konECSSD
mean E-Measure· 2025-01-11
0.951
best: 0.957 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konECSSD
mean F-Measure· 2025-01-11
0.921
best: 0.94 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konPASCAL-S
MAE· 2025-01-11
0.061
best: 0.039 (CFDN)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konPASCAL-S
mean F-Measure· 2025-01-11
0.836
best: 0.874 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konHKU-IS
MAE· 2025-01-11
0.028
best: 0.019 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konHKU-IS
mean E-Measure· 2025-01-11
0.954
best: 0.961 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konHKU-IS
mean F-Measure· 2025-01-11
0.908
best: 0.934 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konDUTS-TE
MAE· 2025-01-11
0.034
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konDUTS-TE
mean E-Measure· 2025-01-11
0.931
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konDUTS-TE
mean F-Measure· 2025-01-11
0.853
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konDUT-OMRON
MAE· 2025-01-11
0.048
best: 0.036 (BiRefNet (DUTS, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konDUT-OMRON
mean E-Measure· 2025-01-11
0.883
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
16konDUT-OMRON
mean F-Measure· 2025-01-11
0.782
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441

Computer Vision30 results

Object DetectiononPASCAL-S
mean E-Measure· 2025-01-11
0.905
SOTA
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononPASCAL-S
mean E-Measure· 2025-01-11
0.905
SOTA
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononECSSD
MAE· 2025-01-11
0.033
best: 0.021 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononECSSD
mean E-Measure· 2025-01-11
0.951
best: 0.957 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononECSSD
mean F-Measure· 2025-01-11
0.921
best: 0.94 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononPASCAL-S
MAE· 2025-01-11
0.061
best: 0.039 (CFDN)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononPASCAL-S
mean F-Measure· 2025-01-11
0.836
best: 0.874 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononHKU-IS
MAE· 2025-01-11
0.028
best: 0.019 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononHKU-IS
mean E-Measure· 2025-01-11
0.954
best: 0.961 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononHKU-IS
mean F-Measure· 2025-01-11
0.908
best: 0.934 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononDUTS-TE
MAE· 2025-01-11
0.034
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononDUTS-TE
mean E-Measure· 2025-01-11
0.931
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononDUTS-TE
mean F-Measure· 2025-01-11
0.853
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononDUT-OMRON
MAE· 2025-01-11
0.048
best: 0.036 (BiRefNet (DUTS, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononDUT-OMRON
mean E-Measure· 2025-01-11
0.883
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
Object DetectiononDUT-OMRON
mean F-Measure· 2025-01-11
0.782
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononECSSD
MAE· 2025-01-11
0.033
best: 0.021 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononECSSD
mean E-Measure· 2025-01-11
0.951
best: 0.957 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononECSSD
mean F-Measure· 2025-01-11
0.921
best: 0.94 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononPASCAL-S
MAE· 2025-01-11
0.061
best: 0.039 (CFDN)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononPASCAL-S
mean F-Measure· 2025-01-11
0.836
best: 0.874 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononHKU-IS
MAE· 2025-01-11
0.028
best: 0.019 (M3Net-S)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononHKU-IS
mean E-Measure· 2025-01-11
0.954
best: 0.961 (C4Net)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononHKU-IS
mean F-Measure· 2025-01-11
0.908
best: 0.934 (TRACER-TE7)
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononDUTS-TE
MAE· 2025-01-11
0.034
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononDUTS-TE
mean E-Measure· 2025-01-11
0.931
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononDUTS-TE
mean F-Measure· 2025-01-11
0.853
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononDUT-OMRON
MAE· 2025-01-11
0.048
best: 0.036 (BiRefNet (DUTS, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononDUT-OMRON
mean E-Measure· 2025-01-11
0.883
best: 0.896 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441
RGB Salient Object DetectiononDUT-OMRON
mean F-Measure· 2025-01-11
0.782
best: 0.825 (BiRefNet (DUTS, HRSOD, UHRSD))
CPDR: Towards Highly-Efficient Salient Object Detection via Crossed Post-decoder Refinement arXiv:2501.06441