Medical Image Segmentation on Emergency Department data (test)
68.5AbscessMedSAM2
Evaluation results
| Method | Links | ||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MedSAM2Annotation Type=Box Annotations2026.01 | 68.5 | 50.8 | 58 | 77.4 | 62.9 | 65.3 | 79 | 72.4 | 42 | 64.3 | 74.6 | 78.5 | 66.6 | 65.9 | |
| SAM2CTAnnotation Type=Box Annotations2026.01 | 62.4 | 57.9 | 60 | 79.3 | 48 | 83 | 71.3 | 55 | 57 | 73 | 78.3 | 78.6 | 63.9 | 66.7 | |
| SAM2Annotation Type=Box Annotations, Fine-tuned=true2026.01 | 62 | 52.8 | 62.4 | 79 | 47.9 | 82.9 | 70.6 | 57.2 | 58.4 | 72.9 | 77.9 | 78.8 | 62.2 | 66.5 | |
| SAM2CTAnnotation Type=Original Annotations2026.01 | 61 | 58.3 | 54 | 72.7 | 30.2 | 72.5 | 52.8 | 37.1 | 41.9 | 68.3 | 73.6 | 68.3 | 58.8 | 58.1 | |
| SAM2Annotation Type=Original Annotations, Fine-tuned=true2026.01 | 55.4 | 52.4 | 54.9 | 72.5 | 29.5 | 74.1 | 51.4 | 34.5 | 38.7 | 68.1 | 74.2 | 68.9 | 57.4 | 56.7 |