Medical Image Segmentation on FLARE22
94.92RecallMedSAM + Box
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MedSAM + BoxPrompt Type=Box Predictor2026.06 | 94.92 | 92.56 | 88.74 | 93.14 | |
| SAM2.1 + pointPrompt Type=point2026.06 | 93.67 | 86.62 | 81.72 | 87.94 | |
| MedSAM + Box + PtPrompt Type=Box Predictor + point2026.06 | 93.53 | 93.66 | 88.68 | 93.07 | |
| MedSAM + pointPrompt Type=point2026.06 | 92.62 | 92.14 | 86.92 | 91.69 | |
| SAM + pointPrompt Type=point2026.06 | 91.58 | 83.35 | 77.9 | 84.69 | |
| MedSAM2 + pointPrompt Type=point2026.06 | 90.76 | 90.58 | 83.98 | 89.81 | |
| SAM2UNetPrompt Type=Automatic2026.06 | 48.95 | 23.55 | 19.89 | 27.77 | |
| UNetPrompt Type=Automatic2026.06 | 37.13 | 22.11 | 19.4 | 25.69 | |
| DeepLabV3+Prompt Type=Automatic2026.06 | 34.51 | 21.66 | 19.06 | 25.15 |