| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| MIMIC-CXR | MedWriter | BLEU-40.164 | 43 | 3d ago | |
| MIMIC-CXR (test) | EIR | ROUGE-L0.415 | 39 | 3d ago | |
| IU-Xray (test) | ROUGE-L0.39 | 34 | 3d ago | ||
| MIMIC-CXR | MEDALIGN | BLEU4.76 | 22 | 3d ago | |
| MIMIC-CXR | DART | F1 Score53.3 | 22 | 3d ago | |
| MIMIC-CXR 2.0.0 (test) | SEI-1 | BL-40.148 | 21 | 3d ago | |
| IU X-Ray | COMG | BLEU-10.536 | 21 | 3d ago | |
| IU-Xray | Fleming-VL-8B | ROUGE-L44.9 | 17 | 3d ago | |
| MIMIC-CXR | Lingshu-7B + Med-Scout | ROUGE-L31.4 | 15 | 3d ago | |
| IU-Xray | MEDALIGN | BLEU10.31 | 11 | 3d ago | |
| IU X-Ray | MRG-R1 | Precision50.86 | 11 | 3d ago | |
| Six Medical Datasets Average Merged (test) | X-RGen | BLEU-10.401 | 11 | 3d ago | |
| FFA-IR (test) | CGT | BLEU-10.456 | 9 | 3d ago | |
| Open-i | MedWriter | CIDEr0.345 | 9 | 3d ago | |
| Med-Trinity | MedMO-8B | ROUGE-L37 | 8 | 3d ago | |
| L-MIMIC Longitudinal sentences | Libra | BLEU-128.6 | 7 | 2d ago | |
| L-MIMIC Whole report | Libra | BLEU-149.7 | 7 | 2d ago | |
| MIMIC-CXR | FedProx | CheXbert Precision69.83 | 7 | 3d ago | |
| Parkinson's Screening Dataset | YOLOv11 + MLGE | Classification Accuracy82.5 | 7 | 3d ago | |
| L-MIMIC Whole report (test) | Libra | BLEU-423.6 | 7 | 2d ago | |
| IU-Xray (evaluation) | RepsNet | BLEU-10.58 | 7 | 3d ago | |
| Thyroid | QFT | BLEU-10.755 | 6 | 3d ago | |
| Breast | QFT | BLEU-10.73 | 6 | 3d ago | |
| ChestCT-EXT | BIUD | Nodule Precision86.7 | 6 | 2d ago | |
| ChestCT-16K (test) | CMN | Nodule Precision0.732 | 6 | 2d ago |
