Inverse design of multilayer thin films on Thin-film design practical out-of-distribution n=84 (test)
0.146MAESA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SAType=Optim.2026.05 | 0.146 | 0.711 | 75.41 | |
| Diff-TMMType=Optim.2026.05 | 0.204 | 0.539 | 94.86 | |
| PRISMType=Neural, Model size=44M, Decoding strategy=TMM-reranked, Beam width=52026.05 | 0.228 | 0.533 | 72.2 | |
| PRISMType=Neural, Model size=44M, Decoding strategy=greedy2026.05 | 0.244 | 0.45 | 77.63 | |
| PRISMType=Neural, Model size=13M, Decoding strategy=TMM-reranked, Beam width=52026.05 | 0.272 | 0.362 | 90.83 | |
| PRISMType=Neural, Model size=13M, Decoding strategy=greedy2026.05 | 0.303 | 0.247 | 96.17 | |
| OptoGPTType=Neural2026.05 | 0.356 | -0.2 | 97.25 | |
| CVAEType=Neural2026.05 | 0.39 | -0.39 | 134.67 | |
| TandemType=Neural2026.05 | 0.466 | -0.54 | 125.49 |