Radiology Report Generation on IU-Xray (full dataset)
0.439BLEU-1ESC-RL
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| ESC-RLYear=-, Pre-trained on MIMIC-CXR=true2026.04 | 0.439 | 0.118 | 0.323 | 0.89 | 2.48 | 0.307 | 0.295 | 0.537 | |
| REVTAFYear=ICCV2025, Pre-trained on MIMIC-CXR=true2026.04 | 0.42 | 0.107 | 0.309 | 0.886 | 2.54 | 0.287 | 0.273 | 0.522 | |
| PromptMRGYear=AAAI 2024, Pre-trained on MIMIC-CXR=true2026.04 | 0.401 | 0.098 | 0.281 | 0.871 | 2.6 | 0.274 | 0.211 | 0.457 | |
| R2GenRLYear=ACL 2021, Pre-trained on MIMIC-CXR=true2026.04 | 0.29 | 0.054 | 0.248 | 0.865 | 2.78 | 0.192 | 0.151 | 0.487 | |
| R2GenYear=ACL 2020, Pre-trained on MIMIC-CXR=true2026.04 | 0.289 | 0.052 | 0.243 | 0.861 | 2.79 | 0.187 | 0.145 | 0.482 | |
| R2GenCMNYear=ACL 2021, Pre-trained on MIMIC-CXR=true2026.04 | 0.289 | 0.055 | 0.246 | 0.864 | 2.78 | 0.19 | 0.147 | 0.483 | |
| RGRGYear=CVPR 2023, Pre-trained on MIMIC-CXR=true2026.04 | 0.266 | 0.063 | 0.18 | 0.867 | 2.71 | 0.189 | 0.18 | 0.481 | |
| MedVersaYear=-, Pre-trained on MIMIC-CXR=true2026.04 | 0.247 | 0.047 | — | 0.884 | 2.71 | 0.209 | 0.217 | 0.516 | |
| CheXagentYear=AAAI 2024, Pre-trained on MIMIC-CXR=true2026.04 | 0.191 | 0.036 | — | 0.876 | 2.81 | 0.184 | 0.097 | 0.407 |