Radiology Report Generation on CT-RATE (internal val)
0.501BLEU-1T3D
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| T3D2026.04 | 0.501 | — | — | 0.378 | 0.274 | 0.355 | 0.207 | — | |
| CT-GRAPH2026.04 | 0.485 | 0.421 | — | 0.313 | 0.296 | 0.386 | 0.248 | — | |
| MedVista3D2026.04 | 0.474 | 0.252 | 0.349 | 0.386 | — | — | — | — | |
| Reg2RG2026.04 | 0.473 | 0.441 | — | 0.367 | 0.253 | 0.423 | 0.181 | — | |
| EXACT-CHATRefinement status=Refined2026.04 | 0.465 | 0.237 | 0.077 | 0.288 | 0.501 | 0.414 | 0.73 | — | |
| CT2Rep2026.04 | 0.444 | 0.402 | — | 0.31 | 0.16 | 0.435 | 0.128 | — | |
| EXACT-CHATRefinement status=unrefined2026.04 | 0.444 | 0.228 | 0.139 | 0.296 | 0.31 | 0.41 | 0.371 | — | |
| RadFM2026.04 | 0.442 | 0.399 | — | 0.315 | 0.059 | 0.17 | 0.038 | 0.001 | |
| BTB3D2026.04 | 0.439 | 0.223 | — | — | 0.258 | 0.26 | 0.26 | — | |
| M3D2026.04 | 0.436 | 0.4 | — | 0.326 | 0.148 | 0.407 | 0.09 | — | |
| CT-CHATBackbone=LLaMA 3.1 70B2026.04 | 0.395 | 0.219 | 0.221 | 0.321 | 0.184 | 0.45 | 0.158 | — | |
| CT-CHATInput attributes=nodule attributes2026.04 | — | — | — | — | 0.305 | 0.382 | 0.268 | — |