Inverse Design of Multilayer Thin Films on Thin-film design n=10,000 (val)
0.01MAEPRISM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PRISMType=Neural, Model size=44M, Decoding strategy=TMM-reranked, Beam width=52026.05 | 0.01 | 0.992 | |
| PRISMType=Neural, Model size=44M, Decoding strategy=greedy2026.05 | 0.012 | 0.989 | |
| SAType=Optim.2026.05 | 0.016 | 0.978 | |
| PRISMType=Neural, Model size=13M, Decoding strategy=TMM-reranked, Beam width=52026.05 | 0.024 | 0.957 | |
| PRISMType=Neural, Model size=13M, Decoding strategy=greedy2026.05 | 0.027 | 0.945 | |
| Diff-TMMType=Optim.2026.05 | 0.031 | 0.954 | |
| OptoGPTType=Neural2026.05 | 0.059 | 0.715 | |
| TandemType=Neural2026.05 | 0.068 | 0.771 | |
| CVAEType=Neural2026.05 | 0.161 | 0.066 |