Medical Image Segmentation on TotalSegmentator MRI
67.05Dice: Adrenal glandSegMoTE
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| SegMoTEinteraction=bounding-box2026.02 | 67.05 | — | 78.66 | 68.23 | 66.57 | 72.21 | 64.31 | 74.8 | 78.21 | 80.42 | 58.63 | 76.52 | 72.26 | 71.48 | |
| IMISinteraction=bounding-box2026.02 | 67 | — | 75.11 | 65.14 | 66.05 | 71.17 | 65.26 | 72.54 | 77.26 | 80.32 | 60.21 | 76.38 | 71.09 | 70.62 | |
| SAM 2interaction=bounding-box2026.02 | 65.76 | — | 72.61 | 67.4 | 65.34 | 71.89 | 62.72 | 69.64 | 75.96 | 78.73 | 58.57 | 73.08 | 69.49 | 68.93 | |
| SAMinteraction=bounding-box2026.02 | 63.9 | — | 70.47 | 65.59 | 64.08 | 70.12 | 60.53 | 67.73 | 72.6 | 77.16 | 54.1 | 71.45 | 67.55 | 67.11 | |
| Huang et al.interaction=bounding-box2026.02 | 55.53 | — | 74.73 | 49.85 | 62.08 | 75.8 | 61.97 | 66.44 | 71.83 | 76.59 | 56.7 | 74.85 | 70.18 | 66.37 | |
| SAM-Med2Dinteraction=bounding-box2026.02 | 54.59 | — | 74.61 | 50.98 | 62.73 | 76.11 | 62.68 | 66.05 | 71.42 | 78.27 | 57.19 | 75.29 | 70.81 | 66.72 | |
| MedSAMinteraction=bounding-box2026.02 | 48.67 | — | 50.01 | 38.18 | 52.73 | 65 | 59.46 | 51.24 | 55.81 | 65.41 | 39.73 | 57.39 | 54.33 | 53.16 | |
| IMISinteraction_type=bounding-box2026.02 | — | 71.01 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SAMinteraction_type=bounding-box2026.02 | — | 67.11 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SAM-Med2Dinteraction_type=bounding-box2026.02 | — | 66.72 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SAM2interaction_type=bounding-box2026.02 | — | 68.93 | — | — | — | — | — | — | — | — | — | — | — | — | |
| SegMoTEinteraction_type=bounding-box, trainable_params=17M, decoder_status=unfrozen2026.02 | — | 73.67 | — | — | — | — | — | — | — | — | — | — | — | — |