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Models/PoolNet (VGG-16)

PoolNet (VGG-16)

Reported on 72 benchmarks across 6 tasks · 1 paper · 66 SOTA

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

Methodology48 results

3DonECSSD
F-measure· 2019-04-21
0.945
best: 0.961 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonPASCAL-S
F-measure· 2019-04-21
0.88
best: 0.909 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonPASCAL-S
MAE· 2019-04-21
0.065
best: 0.039 (CFDN)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonHKU-IS
F-measure· 2019-04-21
0.935
best: 0.955 (InSPyReNet)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonHKU-IS
MAE· 2019-04-21
0.03
best: 0.019 (M3Net-S)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonDUTS-TE
MAE· 2019-04-21
0.036
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonDUTS-TE
max F-measure· 2019-04-21
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonDUT-OMRON
F-measure· 2019-04-21
0.833
best: 0.849 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonDUT-OMRON
MAE· 2019-04-21
0.053
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonSOD
F-measure· 2019-04-21
0.882
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonSOD
MAE· 2019-04-21
0.102
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonECSSD
F-measure· 2019-04-21
0.945
best: 0.961 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonPASCAL-S
F-measure· 2019-04-21
0.88
best: 0.909 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonPASCAL-S
MAE· 2019-04-21
0.065
best: 0.039 (CFDN)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonHKU-IS
F-measure· 2019-04-21
0.935
best: 0.955 (InSPyReNet)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonHKU-IS
MAE· 2019-04-21
0.03
best: 0.019 (M3Net-S)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonDUTS-TE
MAE· 2019-04-21
0.036
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonDUTS-TE
max F-measure· 2019-04-21
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonDUT-OMRON
F-measure· 2019-04-21
0.833
best: 0.849 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonDUT-OMRON
MAE· 2019-04-21
0.053
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonSOD
F-measure· 2019-04-21
0.882
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonSOD
MAE· 2019-04-21
0.102
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononECSSD
F-measure· 2019-04-21
0.945
best: 0.961 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononPASCAL-S
F-measure· 2019-04-21
0.88
best: 0.909 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononPASCAL-S
MAE· 2019-04-21
0.065
best: 0.039 (CFDN)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononHKU-IS
F-measure· 2019-04-21
0.935
best: 0.955 (InSPyReNet)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononHKU-IS
MAE· 2019-04-21
0.03
best: 0.019 (M3Net-S)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononDUTS-TE
MAE· 2019-04-21
0.036
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononDUTS-TE
max F-measure· 2019-04-21
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononDUT-OMRON
F-measure· 2019-04-21
0.833
best: 0.849 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononDUT-OMRON
MAE· 2019-04-21
0.053
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononSOD
F-measure· 2019-04-21
0.882
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononSOD
MAE· 2019-04-21
0.102
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konECSSD
F-measure· 2019-04-21
0.945
best: 0.961 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konPASCAL-S
F-measure· 2019-04-21
0.88
best: 0.909 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konPASCAL-S
MAE· 2019-04-21
0.065
best: 0.039 (CFDN)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konHKU-IS
F-measure· 2019-04-21
0.935
best: 0.955 (InSPyReNet)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konHKU-IS
MAE· 2019-04-21
0.03
best: 0.019 (M3Net-S)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konDUTS-TE
MAE· 2019-04-21
0.036
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konDUTS-TE
max F-measure· 2019-04-21
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konDUT-OMRON
F-measure· 2019-04-21
0.833
best: 0.849 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konDUT-OMRON
MAE· 2019-04-21
0.053
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konSOD
F-measure· 2019-04-21
0.882
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konSOD
MAE· 2019-04-21
0.102
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
3DonECSSD
MAE· 2019-04-21
0.038
best: 0.021 (M3Net-S)
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D ClassificationonECSSD
MAE· 2019-04-21
0.038
best: 0.021 (M3Net-S)
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
2D Object DetectiononECSSD
MAE· 2019-04-21
0.038
best: 0.021 (M3Net-S)
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
16konECSSD
MAE· 2019-04-21
0.038
best: 0.021 (M3Net-S)
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569

Computer Vision24 results

Object DetectiononECSSD
F-measure· 2019-04-21
0.945
best: 0.961 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononPASCAL-S
F-measure· 2019-04-21
0.88
best: 0.909 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononPASCAL-S
MAE· 2019-04-21
0.065
best: 0.039 (CFDN)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononHKU-IS
F-measure· 2019-04-21
0.935
best: 0.955 (InSPyReNet)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononHKU-IS
MAE· 2019-04-21
0.03
best: 0.019 (M3Net-S)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononDUTS-TE
MAE· 2019-04-21
0.036
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononDUTS-TE
max F-measure· 2019-04-21
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononDUT-OMRON
F-measure· 2019-04-21
0.833
best: 0.849 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononDUT-OMRON
MAE· 2019-04-21
0.053
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononSOD
F-measure· 2019-04-21
0.882
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononSOD
MAE· 2019-04-21
0.102
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononECSSD
F-measure· 2019-04-21
0.945
best: 0.961 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononPASCAL-S
F-measure· 2019-04-21
0.88
best: 0.909 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononPASCAL-S
MAE· 2019-04-21
0.065
best: 0.039 (CFDN)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononHKU-IS
F-measure· 2019-04-21
0.935
best: 0.955 (InSPyReNet)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononHKU-IS
MAE· 2019-04-21
0.03
best: 0.019 (M3Net-S)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononDUTS-TE
MAE· 2019-04-21
0.036
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononDUTS-TE
max F-measure· 2019-04-21
0.892
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononDUT-OMRON
F-measure· 2019-04-21
0.833
best: 0.849 (TRACER-TE7)
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononDUT-OMRON
MAE· 2019-04-21
0.053
best: 0.036 (BiRefNet (DUTS, UHRSD))
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononSOD
F-measure· 2019-04-21
0.882
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononSOD
MAE· 2019-04-21
0.102
SOTA
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
Object DetectiononECSSD
MAE· 2019-04-21
0.038
best: 0.021 (M3Net-S)
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569
RGB Salient Object DetectiononECSSD
MAE· 2019-04-21
0.038
best: 0.021 (M3Net-S)
A Simple Pooling-Based Design for Real-Time Salient Object Detection arXiv:1904.09569