Generalist Medical Image Analysis on CuriaBench 3D Track
88.6Average ScoreCuria-2 L
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Curia-2 LType=2D slice-based FM, Model Size=L2026.04 | 88.6 | 93.2 | 95.7 | 88.9 | 87.1 | 79.3 | 75.5 | 84.9 | 94.2 | 93.2 | 98.6 | 92.6 | 79.7 | |
| Curia-2 gType=2D slice-based FM, Model Size=g2026.04 | 87.8 | 94.2 | 96.5 | 89.7 | 87.9 | 75.3 | 74.6 | 79.4 | 94.6 | 93.8 | 96.1 | 92.8 | 79.3 | |
| Curia-2 BType=2D slice-based FM, Model Size=B2026.04 | 87.7 | 90.9 | 95 | 87.4 | 84.5 | 78.5 | 72.5 | 81.1 | 93.7 | 94.7 | 99.2 | 94.7 | 80.2 | |
| Curia BType=2D slice-based FM, Model Size=B2026.04 | 86 | 88.2 | 92.7 | 87.8 | 82.6 | 77.8 | 74.3 | 78.2 | 95.1 | 93.5 | 93.8 | 89 | 78.8 | |
| Curia LType=2D slice-based FM, Model Size=L2026.04 | 84.5 | 89.4 | 95.7 | 86.7 | 84 | 77.6 | 60.6 | 74.4 | 94.1 | 91.9 | 87.9 | 92.4 | 79.2 | |
| MI2Type=2D slice-based FM2026.04 | 83.6 | 86.3 | 83 | 80.4 | 79.8 | 89.8 | 59.3 | 71.2 | 91.5 | 94.4 | 94.6 | 94.4 | 79 | |
| MGemmaType=2D slice-based FM2026.04 | 81.8 | 76.2 | 79.5 | 77.7 | 77.9 | 88.7 | 75.3 | 70.1 | 87.9 | 94 | 89.7 | 91.2 | 72.7 | |
| BMCLIPType=2D slice-based FM2026.04 | 78.3 | 77.8 | 71.9 | 85 | 64.1 | 81.3 | 62.3 | 72.8 | 89.2 | 90.1 | 79.3 | 91.7 | 74.1 | |
| Pillar-0Type=3D volumetric FM2026.04 | 71.5 | 50.7 | 40 | 53.5 | 70.2 | 84.9 | 68.1 | 69.2 | 92.4 | 98.2 | 56.9 | 91.7 | 82.4 | |
| MerlinType=3D volumetric FM2026.04 | 65.4 | 45.4 | 38.5 | 53.3 | 55.7 | 64.9 | 66.3 | 50.4 | 85.1 | 92.5 | 75.6 | 76 | 81.2 | |
| CT-CLIPType=3D volumetric FM2026.04 | 51.5 | 38.1 | 20.9 | 22 | 63.8 | 56.8 | 58.1 | 43.5 | 69.3 | 42.6 | 69.7 | 69.9 | 63.4 |