DiscoBox (ResNet-50-FPN)

Reported on 6 benchmarks across 1 task · 1 paper

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

Computer Vision6 results

Weakly-supervised instance segmentationonCOCO test-dev
AP· 2021-05-13
32
best: 37.9 (DiscoBox (ResNeXt-101-DCN-FPN))
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision arXiv:2105.06464
Weakly-supervised instance segmentationonCOCO test-dev
AP@50· 2021-05-13
53.6
best: 61.4 (DiscoBox (ResNeXt-101-DCN-FPN))
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision arXiv:2105.06464
Weakly-supervised instance segmentationonCOCO test-dev
AP@75· 2021-05-13
32.6
best: 40 (DiscoBox (ResNeXt-101-DCN-FPN))
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision arXiv:2105.06464
Weakly-supervised instance segmentationonCOCO test-dev
AP@L· 2021-05-13
48.4
best: 53.9 (DiscoBox (ResNeXt-101-DCN-FPN))
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision arXiv:2105.06464
Weakly-supervised instance segmentationonCOCO test-dev
AP@M· 2021-05-13
33.7
best: 41.1 (DiscoBox (ResNeXt-101-DCN-FPN))
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision arXiv:2105.06464
Weakly-supervised instance segmentationonCOCO test-dev
AP@S· 2021-05-13
11.7
best: 18 (DiscoBox (ResNeXt-101-DCN-FPN))
DiscoBox: Weakly Supervised Instance Segmentation and Semantic Correspondence from Box Supervision arXiv:2105.06464