| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| CROSSRARE-BENCH RareBench cohort 1.0 (test) | MedLatentDx | Accuracy75 | 45 | 1mo ago | |
| MIMIC-IV Rare | DeepRare | R@129.19 | 21 | 4mo ago | |
| DDD | DeepRare | Recall@147.59 | 21 | 4mo ago | |
| MyGene | DeepRare | R@175.86 | 21 | 4mo ago | |
| RareBench RAMEDIS | DeepRare | Recall@173.23 | 21 | 4mo ago | |
| RareBench LIRICAL | DeepRare | R@155.95 | 21 | 4mo ago | |
| RareBench HMS | DeepRare | Recall@156.97 | 21 | 4mo ago | |
| RareBench MME | DeepRare | R@177.5 | 21 | 4mo ago | |
| CROSSRARE-BENCH Overall 1.0 (test) | MedLatentDx | Accuracy73 | 18 | 1mo ago | |
| CROSSRARE-BENCH Zenodo cohort 1.0 (test) | MedLatentDx | Accuracy70 | 18 | 1mo ago | |
| MIMIC-IV Rare Out-of-Distribution (test) | RareDxR1-Qwen + CRR | Top-1 Accuracy53.05 | 12 | 23d ago | |
| RareArena In-Distribution (test) | RareDxR1-Qwen + CRR | Top-1 Accuracy60.29 | 12 | 23d ago | |
| Zhongshan Tier 3 (test) | ECGCLIP | PRAUC4.5 | 7 | 2mo ago | |
| Xinhua Hosp. | DeepRare | Recall@10.5827 | 6 | 4mo ago | |
| APDS dataset | SR | Balanced Accuracy94.1 | 5 | 2mo ago | |
| RareBench Qwen-0.8B text (test) | REPAIR | Hit@185.6 | 5 | 3mo ago | |
| GMDB Qwen-0.8B (test) | REPAIR | Hit Rate @172.3 | 5 | 3mo ago | |
| RareBench | MedXIAOHE | Pass@146.79 | 4 | 4mo ago |
