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Models/PiCANet

PiCANet

Reported on 48 benchmarks across 6 tasks · 1 paper · 48 SOTA

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

Methodology32 results

3DonDUTS-TE
MAE· 2017-08-21
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
3DonDUTS-TE
S-Measure· 2017-08-21
0.842
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
3DonDUTS-TE
max F-measure· 2017-08-21
0.863
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
3DonDUTS-TE
mean E-Measure· 2017-08-21
0.853
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
3DonDUTS-TE
mean F-Measure· 2017-08-21
0.757
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
3DonSOC
Average MAE· 2017-08-21
0.133
best: 0.089 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
3DonSOC
S-Measure· 2017-08-21
0.801
best: 0.849 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
3DonSOC
mean E-Measure· 2017-08-21
0.81
best: 0.872 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D ClassificationonDUTS-TE
MAE· 2017-08-21
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D ClassificationonDUTS-TE
S-Measure· 2017-08-21
0.842
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D ClassificationonDUTS-TE
max F-measure· 2017-08-21
0.863
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D ClassificationonDUTS-TE
mean E-Measure· 2017-08-21
0.853
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D ClassificationonDUTS-TE
mean F-Measure· 2017-08-21
0.757
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D ClassificationonSOC
Average MAE· 2017-08-21
0.133
best: 0.089 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D ClassificationonSOC
S-Measure· 2017-08-21
0.801
best: 0.849 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D ClassificationonSOC
mean E-Measure· 2017-08-21
0.81
best: 0.872 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D Object DetectiononDUTS-TE
MAE· 2017-08-21
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D Object DetectiononDUTS-TE
S-Measure· 2017-08-21
0.842
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D Object DetectiononDUTS-TE
max F-measure· 2017-08-21
0.863
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D Object DetectiononDUTS-TE
mean E-Measure· 2017-08-21
0.853
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D Object DetectiononDUTS-TE
mean F-Measure· 2017-08-21
0.757
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D Object DetectiononSOC
Average MAE· 2017-08-21
0.133
best: 0.089 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D Object DetectiononSOC
S-Measure· 2017-08-21
0.801
best: 0.849 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
2D Object DetectiononSOC
mean E-Measure· 2017-08-21
0.81
best: 0.872 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
16konDUTS-TE
MAE· 2017-08-21
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
16konDUTS-TE
S-Measure· 2017-08-21
0.842
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
16konDUTS-TE
max F-measure· 2017-08-21
0.863
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
16konDUTS-TE
mean E-Measure· 2017-08-21
0.853
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
16konDUTS-TE
mean F-Measure· 2017-08-21
0.757
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
16konSOC
Average MAE· 2017-08-21
0.133
best: 0.089 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
16konSOC
S-Measure· 2017-08-21
0.801
best: 0.849 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
16konSOC
mean E-Measure· 2017-08-21
0.81
best: 0.872 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433

Computer Vision16 results

Object DetectiononDUTS-TE
MAE· 2017-08-21
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
Object DetectiononDUTS-TE
S-Measure· 2017-08-21
0.842
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
Object DetectiononDUTS-TE
max F-measure· 2017-08-21
0.863
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
Object DetectiononDUTS-TE
mean E-Measure· 2017-08-21
0.853
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
Object DetectiononDUTS-TE
mean F-Measure· 2017-08-21
0.757
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
Object DetectiononSOC
Average MAE· 2017-08-21
0.133
best: 0.089 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
Object DetectiononSOC
S-Measure· 2017-08-21
0.801
best: 0.849 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
Object DetectiononSOC
mean E-Measure· 2017-08-21
0.81
best: 0.872 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
RGB Salient Object DetectiononDUTS-TE
MAE· 2017-08-21
0.05
best: 0.018 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
RGB Salient Object DetectiononDUTS-TE
S-Measure· 2017-08-21
0.842
best: 0.944 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
RGB Salient Object DetectiononDUTS-TE
max F-measure· 2017-08-21
0.863
best: 0.943 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
RGB Salient Object DetectiononDUTS-TE
mean E-Measure· 2017-08-21
0.853
best: 0.962 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
RGB Salient Object DetectiononDUTS-TE
mean F-Measure· 2017-08-21
0.757
best: 0.925 (BiRefNet (DUTS, HRSOD, UHRSD))
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
RGB Salient Object DetectiononSOC
Average MAE· 2017-08-21
0.133
best: 0.089 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
RGB Salient Object DetectiononSOC
S-Measure· 2017-08-21
0.801
best: 0.849 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433
RGB Salient Object DetectiononSOC
mean E-Measure· 2017-08-21
0.81
best: 0.872 (UCNet-CVAE)
SOTA
PiCANet: Learning Pixel-wise Contextual Attention for Saliency Detection arXiv:1708.06433