Radiology Report Generation on IU X-ray Findings
22.5BLEU-4DAMPER
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| DAMPER2026.02 | 22.5 | 52 | 28.4 | 39.7 | — | — | — | |
| SRRG2026.02 | 21.8 | 53.3 | 21.9 | 41.8 | — | — | — | |
| MPO2026.02 | 20.9 | 54.8 | 22.4 | 41.5 | — | — | — | |
| LM-RRG2026.02 | 20.8 | — | 21.6 | 38.7 | — | — | — | |
| KiUT2026.02 | 18.5 | 52.5 | 24.2 | 40.9 | — | — | — | |
| I3+C2FD2026.02 | 18.4 | 49.9 | 20.8 | 39 | — | — | — | |
| CoFE2026.02 | 17.5 | — | 20.2 | 43.8 | — | — | — | |
| METransformer2026.02 | 17.2 | 48.3 | 19.2 | 38 | — | — | — | |
| R2GenCMN2026.02 | 17 | 47.5 | 19.1 | 37.6 | — | — | — | |
| MAN2026.02 | 17 | 50.1 | 21.3 | 38.6 | — | — | — | |
| CMN2026.02 | 17 | 47.5 | 19.1 | 37.5 | — | — | — | |
| FMVP2026.02 | 16.9 | 48.5 | 20.1 | 39.8 | — | — | — | |
| PPKED2026.02 | 16.8 | 48.3 | 19 | 37.6 | — | — | — | |
| Med-LMM2026.02 | 16.8 | — | 38.1 | — | — | — | — | |
| R2Gen2026.02 | 16.5 | 47 | 18.7 | 37.1 | — | — | — | |
| CMCL2026.02 | 16.2 | 47.3 | 18.6 | 37.8 | — | — | — | |
| OISA2026.02 | 13.1 | 43.1 | — | — | 28.2 | 21.9 | 48.1 | |
| Multi-Agent2026.02 | 4.7 | — | 36.2 | 24.7 | — | — | — | |
| CXRMate2026.02 | 4.6 | — | — | 28.2 | 29.1 | 27.7 | — | |
| MARL-Rad2026.02 | 4.6 | 46.8 | 34.7 | 29.2 | 33.7 | 50.1 | 64.4 | |
| MedGemma2026.02 | 1.2 | 17.9 | 28.7 | 21.5 | 27 | 42.7 | 63.2 |