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Models/HybridSOD

HybridSOD

Reported on 66 benchmarks across 6 tasks · 1 paper · 18 SOTA

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

Methodology44 results

3DonECSSD
F-Score· 2022-09-07
0.899
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonPASCAL-S
F-Score· 2022-09-07
0.827
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonHKU-IS
F-Score· 2022-09-07
0.892
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonECSSD
F-Score· 2022-09-07
0.899
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonPASCAL-S
F-Score· 2022-09-07
0.827
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonHKU-IS
F-Score· 2022-09-07
0.892
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononECSSD
F-Score· 2022-09-07
0.899
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononPASCAL-S
F-Score· 2022-09-07
0.827
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononHKU-IS
F-Score· 2022-09-07
0.892
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konECSSD
F-Score· 2022-09-07
0.899
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konPASCAL-S
F-Score· 2022-09-07
0.827
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konHKU-IS
F-Score· 2022-09-07
0.892
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonECSSD
MAE· 2022-09-07
0.051
best: 0.021 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonECSSD
S-Measure· 2022-09-07
0.886
best: 0.948 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonPASCAL-S
MAE· 2022-09-07
0.076
best: 0.039 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonPASCAL-S
S-Measure· 2022-09-07
0.828
best: 0.894 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonHKU-IS
MAE· 2022-09-07
0.038
best: 0.019 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonHKU-IS
S-Measure· 2022-09-07
0.887
best: 0.944 (InSPyReNet)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonDUTS-TE
MAE· 2022-09-07
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
3DonDUTS-TE
S-Measure· 2022-09-07
0.837
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonECSSD
MAE· 2022-09-07
0.051
best: 0.021 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonECSSD
S-Measure· 2022-09-07
0.886
best: 0.948 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonPASCAL-S
MAE· 2022-09-07
0.076
best: 0.039 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonPASCAL-S
S-Measure· 2022-09-07
0.828
best: 0.894 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonHKU-IS
MAE· 2022-09-07
0.038
best: 0.019 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonHKU-IS
S-Measure· 2022-09-07
0.887
best: 0.944 (InSPyReNet)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonDUTS-TE
MAE· 2022-09-07
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D ClassificationonDUTS-TE
S-Measure· 2022-09-07
0.837
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononECSSD
MAE· 2022-09-07
0.051
best: 0.021 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononECSSD
S-Measure· 2022-09-07
0.886
best: 0.948 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononPASCAL-S
MAE· 2022-09-07
0.076
best: 0.039 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononPASCAL-S
S-Measure· 2022-09-07
0.828
best: 0.894 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononHKU-IS
MAE· 2022-09-07
0.038
best: 0.019 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononHKU-IS
S-Measure· 2022-09-07
0.887
best: 0.944 (InSPyReNet)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononDUTS-TE
MAE· 2022-09-07
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
2D Object DetectiononDUTS-TE
S-Measure· 2022-09-07
0.837
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konECSSD
MAE· 2022-09-07
0.051
best: 0.021 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konECSSD
S-Measure· 2022-09-07
0.886
best: 0.948 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konPASCAL-S
MAE· 2022-09-07
0.076
best: 0.039 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konPASCAL-S
S-Measure· 2022-09-07
0.828
best: 0.894 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konHKU-IS
MAE· 2022-09-07
0.038
best: 0.019 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konHKU-IS
S-Measure· 2022-09-07
0.887
best: 0.944 (InSPyReNet)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konDUTS-TE
MAE· 2022-09-07
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
16konDUTS-TE
S-Measure· 2022-09-07
0.837
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957

Computer Vision22 results

Object DetectiononECSSD
F-Score· 2022-09-07
0.899
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononPASCAL-S
F-Score· 2022-09-07
0.827
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononHKU-IS
F-Score· 2022-09-07
0.892
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononECSSD
F-Score· 2022-09-07
0.899
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononPASCAL-S
F-Score· 2022-09-07
0.827
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononHKU-IS
F-Score· 2022-09-07
0.892
SOTA
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononECSSD
MAE· 2022-09-07
0.051
best: 0.021 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononECSSD
S-Measure· 2022-09-07
0.886
best: 0.948 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononPASCAL-S
MAE· 2022-09-07
0.076
best: 0.039 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononPASCAL-S
S-Measure· 2022-09-07
0.828
best: 0.894 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononHKU-IS
MAE· 2022-09-07
0.038
best: 0.019 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononHKU-IS
S-Measure· 2022-09-07
0.887
best: 0.944 (InSPyReNet)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononDUTS-TE
MAE· 2022-09-07
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
Object DetectiononDUTS-TE
S-Measure· 2022-09-07
0.837
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononECSSD
MAE· 2022-09-07
0.051
best: 0.021 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononECSSD
S-Measure· 2022-09-07
0.886
best: 0.948 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononPASCAL-S
MAE· 2022-09-07
0.076
best: 0.039 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononPASCAL-S
S-Measure· 2022-09-07
0.828
best: 0.894 (CFDN)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononHKU-IS
MAE· 2022-09-07
0.038
best: 0.019 (M3Net-S)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononHKU-IS
S-Measure· 2022-09-07
0.887
best: 0.944 (InSPyReNet)
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononDUTS-TE
MAE· 2022-09-07
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957
RGB Salient Object DetectiononDUTS-TE
S-Measure· 2022-09-07
0.837
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
A Weakly Supervised Learning Framework for Salient Object Detection via Hybrid Labels arXiv:2209.02957