Medical Report Generation on IU X-Ray
0.536BLEU-1COMG
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| COMG2024.03 | 0.536 | 0.378 | 0.275 | 0.206 | 0.383 | — | — | |
| MedM2G2024.03 | 0.533 | 0.369 | 0.278 | 0.212 | 0.416 | — | — | |
| Kiut2024.03 | 0.525 | 0.36 | 0.251 | 0.185 | 0.409 | — | — | |
| Clinical-BERT2024.03 | 0.495 | 0.33 | 0.231 | 0.17 | 0.376 | — | — | |
| KARGENvariant=Modality-wise Fusion2024.09 | 0.49 | 0.323 | 0.232 | 0.18 | 0.385 | 0.218 | 0.491 | |
| R2GenGPTsource=re-run publicly released codes2024.09 | 0.488 | 0.316 | 0.228 | 0.173 | 0.377 | 0.211 | 0.438 | |
| AlignTrans2024.03 | 0.484 | 0.313 | 0.225 | 0.173 | 0.379 | — | — | |
| PPKED2024.03 | 0.483 | 0.315 | 0.224 | 0.168 | 0.376 | — | — | |
| METransformer2024.03 | 0.483 | 0.322 | 0.228 | 0.172 | 0.38 | — | — | |
| PPKEDsource=quoted from paper2024.09 | 0.483 | 0.315 | 0.224 | 0.168 | 0.376 | 0.19 | 0.351 | |
| METransformersource=quoted from paper2024.09 | 0.483 | 0.322 | 0.228 | 0.172 | 0.38 | 0.192 | 0.435 | |
| KERPsource=quoted from paper2024.09 | 0.482 | 0.325 | 0.226 | 0.162 | 0.339 | — | 0.28 | |
| MSATsource=re-run publicly released codes2024.09 | 0.481 | 0.316 | 0.226 | 0.171 | 0.372 | 0.19 | 0.394 | |
| R2GenCMN2024.03 | 0.475 | 0.309 | 0.222 | 0.17 | 0.375 | — | — | |
| R2GenCMNsource=quoted from paper2024.09 | 0.475 | 0.309 | 0.222 | 0.17 | 0.375 | 0.191 | — | |
| CvT2DistilGPT2source=re-run publicly released codes2024.09 | 0.473 | 0.304 | 0.224 | 0.175 | 0.376 | 0.2 | 0.694 | |
| R2Gen2024.03 | 0.47 | 0.304 | 0.219 | 0.165 | 0.371 | — | — | |
| R2Gensource=quoted from paper2024.09 | 0.47 | 0.304 | 0.219 | 0.165 | 0.371 | 0.187 | — | |
| M2Transformersource=re-run publicly released codes2024.09 | 0.402 | 0.284 | 0.168 | 0.143 | 0.328 | 0.17 | 0.332 | |
| AdaAttsource=re-run publicly released codes2024.09 | 0.284 | 0.207 | 0.15 | 0.126 | 0.311 | 0.165 | 0.268 | |
| Show-Tellsource=re-run publicly released codes2024.09 | 0.243 | 0.13 | 0.108 | 0.078 | 0.307 | 0.157 | 0.197 |