Bleeding Region Detection on SurgBlood (test)
64.88IoUBlooDet
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BlooDetParams=91.6M2025.03 | 64.88 | 78.7 | |
| MemSAMVenue=CVPR’24, Params=133.5M, Dual-task head=point prediction head2025.03 | 52.84 | 69.14 | |
| D-CeLRVenue=ECCV’24, Params=53.4M, Dual-task head=region prediction head2025.03 | 51.3 | 67.82 | |
| SimCCVenue=ECCV’22, Params=66.3M, Dual-task head=region prediction head2025.03 | 51.02 | 67.57 | |
| SAM 2Venue=ICLR’25, Params=81.0M, Dual-task head=point prediction head2025.03 | 50.93 | 67.49 | |
| HRNetVenue=CVPR’19, Params=63.6M, Dual-task head=region prediction head2025.03 | 48.9 | 65.68 | |
| STDDNetVenue=ICCV’25, Params=38.2M, Dual-task head=point prediction head2025.03 | 47.49 | 64.39 | |
| PAINetVenue=MICCAI’23, Params=13.6M2025.03 | 44.14 | 61.24 | |
| GTPTVenue=ECCV’24, Params=16.7M, Dual-task head=region prediction head2025.03 | 41.1 | 58.26 | |
| ConsisTNetVenue=IJCARS’25, Params=143.5M2025.03 | 40.43 | 57.59 | |
| SAMVenue=ICCV’23, Params=93.9M, Dual-task head=point prediction head2025.03 | 37.94 | 55.01 | |
| CalibratedSLVenue=TMI’25, Params=6.6M, Dual-task head=region prediction head2025.03 | 36.96 | 53.97 | |
| Swin-UNetVenue=ECCV’22, Params=27.2M, Dual-task head=point prediction head2025.03 | 34.83 | 51.67 | |
| PitSurgRTVenue=IJCARS’24, Params=67.3M2025.03 | 30.48 | 46.72 |