| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| S0002 v1 (test) | CELM | BLEU-10.5695 | 23 | 3mo ago | |
| S0001 v1 (test) | CELM | BLEU-148.23 | 23 | 3mo ago | |
| IU-Xray | EviAgent | Accuracy7.48 | 13 | 2mo ago | |
| CheXpert Plus | EviAgent | Accuracy4.91 | 13 | 2mo ago | |
| MIMIC-CXR | EviAgent | Accuracy6.04 | 13 | 2mo ago | |
| S0002 (test) | CELM | BLEU-10.4652 | 12 | 3mo ago | |
| S0002 | CELM | BLEU-10.4652 | 12 | 3mo ago | |
| S0002 with clinical context, Unimodal + Text + EEG Features (test) | CELM | BLEU-156.95 | 12 | 3mo ago | |
| S0002 with clinical context, Unimodal + Text Only (test) | Qwen3-4b-instruct-2507 | BLEU-10.1912 | 11 | 3mo ago | |
| CT-RATE (test) | Distinct-10.016 | 6 | 2d ago | ||
| 4,160-patient bone-health cohort (test) | ProtoMedAgent | CSF-P91.2 | 3 | 20d ago | |
| MIMIC-CXR (Intra-study) | XGeM | BLEU-10.6 | 3 | 3mo ago |
