OAI
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Registration | OAI | DICE7,120 | 32 | |
| Atlas Building | OAI knee MRI NIMH Data Archive Collection ID: 2343 (test) | Volume Dice (Bone)96.27 | 26 | |
| Image Registration | OAI (cross-subject) | Dice68.4 | 12 | |
| Image Registration | OAI (longitudinal) | Dice83.43 | 12 | |
| Safety Classification | OAI (test) | F1 Score86.5 | 9 | |
| Knee Osteoarthritis Grading | OAI (official held-out test) | Accuracy0.7029 | 7 | |
| Retrieval | OAI All (test) | mAP96.9 | 7 | |
| Retrieval | OAI 8 years (test) | mAP94.2 | 7 | |
| Retrieval | OAI 6 years (test) | mAP95 | 7 | |
| Retrieval | OAI 4 years (test) | mAP96.2 | 7 | |
| Retrieval | OAI 3 years (test) | mAP97.9 | 7 | |
| Retrieval | OAI 2 years (test) | mAP98.3 | 7 | |
| Retrieval | OAI 1 year (test) | mAP98.5 | 7 | |
| Knee Osteoarthritis Severity Grading | OAI | Accuracy (KL 0)92 | 6 | |
| Progression Prediction | OAI | AP30.7 | 6 | |
| KLG Prediction | OAI | KLG01 Accuracy86.9 | 6 | |
| Safety Routing | OAI | Routing F141.74 | 5 | |
| Prompt-only Safety Routing | OAI | Routing F136.39 | 5 |
Showing 18 of 18 rows