Treatment strategy generation on FUAS clinical treatment planning dataset
0.5512R-1FUAS
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| FUAS2025.05 | 0.5512 | 0.3267 | 0.4269 | 0.4988 | 0.2765 | 0.1806 | 0.13 | |
| DeepSeek-V32025.05 | 0.3655 | 0.1137 | 0.1927 | 0.2114 | 0.0651 | 0.0291 | 0.0172 | |
| Yi-34B-Chat2025.05 | 0.357 | 0.113 | 0.1884 | 0.2265 | 0.0697 | 0.0298 | 0.0187 | |
| ChatGPT-4o2025.05 | 0.3535 | 0.1121 | 0.1713 | 0.2004 | 0.066 | 0.0288 | 0.0163 | |
| Claude 3 Sonnet2025.05 | 0.3483 | 0.1004 | 0.1864 | 0.2198 | 0.0628 | 0.0258 | 0.0155 | |
| LLaMA 4 Scout 17B2025.05 | 0.348 | 0.1159 | 0.1952 | 0.1952 | 0.2717 | 0.083 | 0.0386 | |
| Moonlight 16B2025.05 | 0.3419 | 0.1174 | 0.1999 | 0.2431 | 0.076 | 0.0343 | 0.0208 | |
| DeepSeek-R12025.05 | 0.3368 | 0.0942 | 0.1581 | 0.1672 | 0.047 | 0.0181 | 0.0094 | |
| Qwen3-14B2025.05 | 0.3329 | 0.0823 | 0.1291 | 0.1191 | 0.0329 | 0.0129 | 0.0073 | |
| GPT-42025.05 | 0.3291 | 0.1339 | 0.2359 | 0.3572 | 0.1192 | 0.0551 | 0.0342 | |
| GLM-4-32B2025.05 | 0.3234 | 0.0934 | 0.1374 | 0.1219 | 0.0412 | 0.0169 | 0.0087 | |
| Doubao-1.5-pro2025.05 | 0.3102 | 0.0725 | 0.1298 | 0.1314 | 0.0344 | 0.0135 | 0.0076 |