Bleeding Region Detection on HemoSet
59.62IoUBlooDet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| BlooDetParams=91.6M, zero-shot=true2025.03 | 59.62 | 74.7 | |
| SAM 2Venue=ICLR’25, Params=81.0M, Dual-task head=point prediction head, zero-shot=true2025.03 | 56.53 | 72.02 | |
| PAINetVenue=MICCAI’23, Params=13.6M, zero-shot=true2025.03 | 53.78 | 69.87 | |
| SimCCVenue=ECCV’22, Params=66.3M, Dual-task head=region prediction head, zero-shot=true2025.03 | 51.62 | 68.09 | |
| D-CeLRVenue=ECCV’24, Params=53.4M, Dual-task head=region prediction head, zero-shot=true2025.03 | 50.85 | 67.42 | |
| GTPTVenue=ECCV’24, Params=16.7M, Dual-task head=region prediction head, zero-shot=true2025.03 | 50.27 | 66.91 | |
| ConsisTNetVenue=IJCARS’25, Params=143.5M, zero-shot=true2025.03 | 49.76 | 66.45 | |
| HRNetVenue=CVPR’19, Params=63.6M, Dual-task head=region prediction head, zero-shot=true2025.03 | 48.07 | 64.93 | |
| MemSAMVenue=CVPR’24, Params=133.5M, Dual-task head=point prediction head, zero-shot=true2025.03 | 46.89 | 63.84 | |
| CalibratedSLVenue=TMI’25, Params=6.6M, Dual-task head=region prediction head, zero-shot=true2025.03 | 44.59 | 61.68 | |
| STDDNetVenue=ICCV’25, Params=38.2M, Dual-task head=point prediction head, zero-shot=true2025.03 | 43.98 | 61.1 | |
| SAMVenue=ICCV’23, Params=93.9M, Dual-task head=point prediction head, zero-shot=true2025.03 | 38.81 | 55.91 | |
| Swin-UNetVenue=ECCV’22, Params=27.2M, Dual-task head=point prediction head, zero-shot=true2025.03 | 29.86 | 45.99 | |
| PitSurgRTVenue=IJCARS’24, Params=67.3M, zero-shot=true2025.03 | 27.11 | 42.65 |