US
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Downstream Prediction | US | MAE0.0626 | 15 | |
| Medical Image Analysis | US 3 tasks | Average Performance (%)82.5 | 13 | |
| Image-to-text retrieval | US-365K (test) | R@523.59 | 11 | |
| Classification | US-365K 1.0 (test) | T1 Body System Accuracy35.34 | 11 | |
| Entity-conditioned reference-case retrieval | US (val) | Recall@181.17 | 9 | |
| Federated Clustering | US | NMI30.1 | 9 | |
| Global Clustering | US | Purity49.5 | 9 | |
| Clustering | US | NMI21.9 | 9 | |
| Clustering | US | Purity0.529 | 9 | |
| Global Clustering | US | SC0.148 | 9 | |
| Medical image reconstruction | US Ultrasound | rFID17.64 | 8 | |
| Time series generation | US | DS0.0064 | 7 |
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