Weakly-supervised instance segmentation
Papers
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Benchmark Results
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DiscoBox (ResNeXt-101-DCN-FPN) | AP | 37.9 | — | Unverified |
| 2 | DiscoBox (ResNet-101-DCN-FPN) | AP | 35.8 | — | Unverified |
| 3 | BoxInst (ResNet-101-DCN-BiFPN) | AP | 35 | — | Unverified |
| 4 | BoxInst (ResNet-101-BiFPN) | AP | 33.9 | — | Unverified |
| 5 | BoxInst (ResNet-101-FPN) | AP | 33.2 | — | Unverified |
| 6 | BoxInst (ResNet-50-FPN) | AP | 32.1 | — | Unverified |
| 7 | DiscoBox (ResNet-50-FPN) | AP | 32 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | CIM + Mask R-CNN | mAP@0.25 | 68.7 | — | Unverified |
| 2 | BESTIE (point label, proposal-free) | mAP@0.25 | 66.4 | — | Unverified |
| 3 | BBAM | Average Best Overlap | 63 | — | Unverified |
| 4 | BESTIE (image-level label, proposal-free) | mAP@0.25 | 61.2 | — | Unverified |
| 5 | LIID | Average Best Overlap | 50.8 | — | Unverified |
| 6 | WSIS_CL | Average Best Overlap | 48.2 | — | Unverified |
| # | Model | Metric | Claimed | Verified | Status |
|---|---|---|---|---|---|
| 1 | DiscoBox (ResNet-50) | AP | 31.4 | — | Unverified |
| 2 | BBTP (ResNet-101) | AP | 21.1 | — | Unverified |