Semantic Segmentation on BCSS
83.52Dice ScoreSSHR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSHRVenue=Proposed, Backbone=ResNet38, Phase=Phase 2, Method Category=Single-Stage Methods2026.06 | 83.52 | 71.82 | |
| ESFANVenue=MICCAI’25, Backbone=ResNet200, Phase=Phase 2, Method Category=Multi-Stage Methods2026.06 | 82.59 | 70.59 | |
| ESFANVenue=MICCAI’25, Backbone=ResNet38, Phase=Phase 1, Method Category=Multi-Stage Methods2026.06 | 82.41 | 70.34 | |
| WAWEHISVenue=TMI’25, Backbone=ResNet200, Phase=Phase 2, Method Category=Multi-Stage Methods2026.06 | 82.19 | 70.08 | |
| ARMLVenue=MICCAI’24, Backbone=ResNet101, Phase=Phase 2, Method Category=Multi-Stage Methods2026.06 | 81.83 | 69.58 | |
| MLPSVenue=MIA’22, Backbone=ResNet101, Phase=Phase 2, Method Category=Multi-Stage Methods2026.06 | 81.47 | 69.07 | |
| PBIPVenue=CVPR’25, Backbone=ResNet200, Phase=Phase 2, Method Category=Multi-Stage Methods2026.06 | 81.11 | 69.16 | |
| PBIPVenue=CVPR’25, Backbone=MiT-B1, Phase=Phase 1, Method Category=Multi-Stage Methods2026.06 | 79.06 | 66.74 | |
| ARMLVenue=MICCAI’24, Backbone=ResNet38, Phase=Phase 1, Method Category=Multi-Stage Methods2026.06 | 78.97 | 65.54 | |
| WAWEHISVenue=TMI’25, Backbone=ResNet38, Phase=Phase 1, Method Category=Multi-Stage Methods2026.06 | 78.27 | 64.63 | |
| DFA2026.04 | 78.26 | 64.88 | |
| MLPSVenue=MIA’22, Backbone=ResNet38, Phase=Phase 1, Method Category=Multi-Stage Methods2026.06 | 77.88 | 64.11 | |
| HCFA2026.04 | 77.8 | 64.34 | |
| CFFA2026.04 | 77.37 | 63.82 | |
| Base w/ FLLoss=with Focal Loss2026.04 | 73.36 | 58.82 | |
| DuPLVenue=CVPR’24, Backbone=ViT-B, Phase=Phase 1, Method Category=Single-Stage Methods2026.06 | 72.11 | 60.02 | |
| Base w/o FLLoss=without Focal Loss2026.04 | 70.32 | 55.35 |