Generative Correction of Physical Violations on D hard (test)
96.4Optics Correction Success RateLINA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LINAUnderlying Diffusion Model / Backbone=SD-3.52025.12 | 96.4 | 86 | |
| GPT-imageChain-of-Thought (CoT)=true2025.12 | 67.5 | 82 | |
| Nano BananaChain-of-Thought (CoT)=true2025.12 | 45 | 70.5 | |
| Nano BananaChain-of-Thought (CoT)=false2025.12 | 2.5 | 25 | |
| GPT-imageChain-of-Thought (CoT)=false2025.12 | 2.5 | 22.5 |