MERLIN
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Text-to-Image Retrieval | Merlin Impressions section (test) | Recall@143.2 | 12 | |
| Text-to-Image Retrieval | Merlin Findings section (test) | Recall@177.6 | 12 | |
| Text-to-image retrieval | Merlin (val) | Recall@1 (Findings)70.7 | 9 | |
| Text-to-Image Retrieval | Merlin Full Report (test) | Recall@166.4 | 6 | |
| Medical finding classification | MERLIN (test) | AUROC0.83 | 6 | |
| Classification | Merlin | AUROC81 | 5 | |
| Abnormality diagnosis | Merlin (internal val) | F1 Score84.3 | 5 | |
| Report-to-volume retrieval | Merlin n=5,082 | Recall@522.5 | 3 |
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