Radiology Report Generation on Shoulder (test)
0.099B4X-RGen
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| X-RGenModel Category=generalist, training batch size=962023.05 | 0.099 | 0.272 | — | — | 0.369 | 0.225 | 0.145 | 0.139 | 0.304 | |
| X-RGenModel category=generalist, Batch size (bs)=1922023.05 | 0.096 | 0.287 | 51.4 | 48.2 | — | — | — | — | — | |
| R2GenModel Category=generalist, optimized on merged training dataset=true, training batch size=1922023.05 | 0.096 | 0.277 | — | — | 0.38 | 0.231 | 0.145 | 0.144 | 0.299 | |
| X-RGenModel Category=generalist, training batch size=1922023.05 | 0.096 | 0.287 | — | — | 0.389 | 0.234 | 0.146 | 0.141 | 0.302 | |
| R2GenModel Category=generalist, optimized on merged training dataset=true, training batch size=962023.05 | 0.095 | 0.274 | — | — | 0.374 | 0.225 | 0.142 | 0.142 | 0.297 | |
| TransformerModel category=specialized, Batch size (bs)=162023.05 | 0.088 | 0.192 | 46.3 | 42 | — | — | — | — | — | |
| X-RGenModel category=specialized, Batch size (bs)=162023.05 | 0.088 | 0.197 | 50.8 | 47.4 | — | — | — | — | — | |
| TransformerModel Category=specialised2023.05 | 0.088 | 0.192 | — | — | 0.363 | 0.219 | 0.138 | 0.123 | 0.301 | |
| X-RGenModel Category=specialised2023.05 | 0.088 | 0.197 | — | — | 0.353 | 0.211 | 0.133 | 0.129 | 0.304 | |
| X-RGenModel Category=generalist, training batch size=162023.05 | 0.084 | 0.22 | — | — | 0.35 | 0.207 | 0.128 | 0.133 | 0.288 | |
| R2GenModel Category=specialised2023.05 | 0.082 | 0.174 | — | — | 0.358 | 0.213 | 0.13 | 0.122 | 0.307 | |
| R2GenCMNModel Category=specialised2023.05 | 0.082 | 0.134 | — | — | 0.348 | 0.21 | 0.129 | 0.119 | 0.297 | |
| R2GenModel Category=generalist, optimized on merged training dataset=true, training batch size=162023.05 | 0.082 | 0.186 | — | — | 0.355 | 0.212 | 0.131 | 0.132 | 0.299 | |
| MSATModel Category=specialised2023.05 | 0.08 | 0.173 | — | — | 0.364 | 0.221 | 0.131 | 0.123 | 0.297 |