Material Validity Estimation on Material Triplet Dataset
11.9Log(E)Pixie
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Pixie2026.06 | 11.9 | 3.46 | 46.58 | |
| PUGS2026.06 | 1.87 | — | 13.24 | |
| Phys4DGen⋆2026.06 | 1.77 | 0.85 | 39.49 | |
| NeRF2Physics2026.06 | 1.62 | — | 19.75 | |
| VoMP2026.06 | 0.29 | 0 | 11.75 | |
| Ours-H (0.6B)Parameters=0.6B2026.06 | 0.28 | 0 | 11.78 |