Object-Realization Fidelity on Object-realization registry 220 cases (appendix rows)
82.8IFS ScorePDE-Reg
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PDE-RegLLM=Gemini 3.1 Flash Lite2026.05 | 82.8 | 85 | 55.9 | 29.1 | |
| PDE-RegLLM=Claude Haiku 4.52026.05 | 81.1 | 80 | 48.2 | 31.8 | |
| Exec-Repair+RegLLM=Claude Haiku 4.52026.05 | 73.5 | 74.1 | 39.1 | 35 | |
| PDE-RegLLM=GPT-4.1-mini2026.05 | 70.3 | 63.2 | 43.6 | 19.5 | |
| Exec-Repair+RegLLM=Gemini 3.1 Flash Lite2026.05 | 67.1 | 51.8 | 23.6 | 28.2 | |
| Exec-Repair+RegLLM=GPT-4.1-mini2026.05 | 34.6 | 25.5 | 3.6 | 21.8 |