Bleeding Point Detection on SurgBlood (test)
18.62PCK @ 2%BlooDet
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| BlooDetParams=91.6M2025.03 | 18.62 | 55.85 | 83.69 | |
| SAM 2Venue=ICLR’25, Params=81.0M, Dual-task head=point prediction head2025.03 | 12.35 | 41.68 | 71.99 | |
| ConsisTNetVenue=IJCARS’25, Params=143.5M2025.03 | 7.09 | 32.83 | 68.15 | |
| MemSAMVenue=CVPR’24, Params=133.5M, Dual-task head=point prediction head2025.03 | 5.27 | 31.8 | 64.91 | |
| SAMVenue=ICCV’23, Params=93.9M, Dual-task head=point prediction head2025.03 | 4.61 | 25.86 | 60.79 | |
| SimCCVenue=ECCV’22, Params=66.3M, Dual-task head=region prediction head2025.03 | 3.62 | 17.3 | 48.76 | |
| CalibratedSLVenue=TMI’25, Params=6.6M, Dual-task head=region prediction head2025.03 | 3.46 | 15.82 | 39.7 | |
| GTPTVenue=ECCV’24, Params=16.7M, Dual-task head=region prediction head2025.03 | 3.29 | 15.98 | 38.55 | |
| D-CeLRVenue=ECCV’24, Params=53.4M, Dual-task head=region prediction head2025.03 | 2.97 | 24.22 | 63.92 | |
| PAINetVenue=MICCAI’23, Params=13.6M2025.03 | 2.47 | 15.48 | 48.43 | |
| PitSurgRTVenue=IJCARS’24, Params=67.3M2025.03 | 2.47 | 13.84 | 41.68 | |
| HRNetVenue=CVPR’19, Params=63.6M, Dual-task head=region prediction head2025.03 | 1.98 | 15.98 | 47.28 | |
| Swin-UNetVenue=ECCV’22, Params=27.2M, Dual-task head=point prediction head2025.03 | 1.65 | 11.7 | 37.23 | |
| STDDNetVenue=ICCV’25, Params=38.2M, Dual-task head=point prediction head2025.03 | 1.48 | 13.67 | 45.8 |