Dose prediction on REQUITE-Prostate (test)
0.97MAE (Gy)Ours (Any2Any)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Ours (Any2Any)Pretrained=GDP-HMM, Fine-tuned=Prostate data, Sampling strategy=best-of-n2026.05 | 0.97 | 37.09 | 96.5 | 0.011 | |
| Ours (Any2Any)Pretrained=GDP-HMM, Fine-tuned=Prostate data, Sampling strategy=standard2026.05 | 1.01 | 36.8 | 96.3 | 0.012 | |
| tyxiong123 (AAPM ’25 Chal.)Pretrained=GDP-HMM, Fine-tuned=Prostate data2026.05 | 1.37 | 34.74 | 95.7 | 0.023 | |
| Yasin (AAPM ’25 Chal.)Pretrained=GDP-HMM, Fine-tuned=Prostate data2026.05 | 1.48 | 34.53 | 95.6 | 0.026 | |
| MedVision (AAPM ’25 Chal.)Pretrained=GDP-HMM, Fine-tuned=Prostate data2026.05 | 1.48 | 34.42 | 94.9 | 0.032 | |
| PVmed (AAPM ’25 Chal.)Pretrained=GDP-HMM, Fine-tuned=Prostate data2026.05 | 1.52 | 33.54 | 95 | 0.03 | |
| rcgao (AAPM ’25 Chal.)Pretrained=GDP-HMM, Fine-tuned=Prostate data2026.05 | 1.53 | 33.51 | 95.3 | 0.031 | |
| SKLSDE-BH (AAPM ’25 Chal.)Pretrained=GDP-HMM, Fine-tuned=Prostate data2026.05 | 1.65 | 32.74 | 94.4 | 0.034 |