Surgical Instrument Segmentation on CholecSeg8k OOD (test)
92.3mIoUSCISSR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SCISSRVariant=Adaptive, Refinement rounds=R22026.03 | 92.3 | 95.82 | 8.88 | |
| SCISSRVariant=Adaptive, Refinement rounds=R12026.03 | 90.87 | 94.98 | — | |
| SCISSRVariant=Adaptive, Refinement rounds=R02026.03 | 83.42 | 90.24 | — | |
| SAM 3Prompt type=BBox, Refinement rounds=R02026.03 | 77.85 | 85.78 | — | |
| MedSAM2Prompt type=BBox, Refinement rounds=R02026.03 | 76.74 | 82.69 | — | |
| SAM 2 TinyPrompt type=BBox, Refinement rounds=R02026.03 | 76.22 | 84.62 | — | |
| SAM2 TinyPrompt type=1pt/CC, Refinement rounds=R12026.03 | 63.09 | 74.33 | — | |
| SAM2 TinyPrompt type=1pt/CC, Refinement rounds=R02026.03 | 62.18 | 72.3 | — | |
| SAM2 TinyPrompt type=1pt/CC, Refinement rounds=R22026.03 | 62.18 | 73.44 | 0 | |
| SAM3Prompt type=1pt/CC, Refinement rounds=R12026.03 | 58.1 | 68.25 | — | |
| SAM3Prompt type=1pt/CC, Refinement rounds=R02026.03 | 56.74 | 67.24 | — | |
| SAM3Prompt type=1pt/CC, Refinement rounds=R22026.03 | 52.62 | 61.69 | 4.12 |