Cross-modal adaptation on NAS-Bench-360
0.0068Darcy (Relative L2)MoNA
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| MoNA2026.01 | 0.0068 | 0.28 | 0.27 | 6.48 | 11.13 | 27.13 | 7.28 | 0.121 | 0.99 | 0.55 | 1.9 | 5 | 2 | |
| RECRAFT2026.01 | 0.0072 | 0.278 | 0.27 | 7.3 | 11.11 | 26.41 | 6.6 | 0.11 | 0.99 | 0.55 | 1.3 | 8 | 1 | |
| NFTtype=Naive Fine-Tuning2026.01 | 0.0074 | 0.49 | 0.44 | 9.74 | 13.82 | 55.76 | 8.35 | 0.17 | 1.92 | 0.63 | 5.6 | 0 | 0 | |
| PaRE2026.01 | 0.0074 | 0.286 | 0.28 | 6.7 | 11.21 | 27.04 | 7.12 | 0.12 | 0.99 | 0.55 | 2.2 | 2 | 4 | |
| ORCA2026.01 | 0.0075 | 0.291 | 0.3 | 7.8 | 11.63 | 29.87 | 7.74 | 0.15 | 1.91 | 0.56 | 3.8 | 0 | 2 | |
| Hand-designed2026.01 | 0.008 | 0.3 | 0.28 | 19.39 | 19.8 | 67.41 | 8.74 | 0.13 | 3.37 | 0.62 | 5.6 | 0 | 1 | |
| DASH2026.01 | 0.008 | 0.28 | 0.32 | 24.37 | 12.28 | 71.38 | 6.63 | 0.2 | 3.3 | 0.6 | 4.9 | 0 | 2 | |
| Perceiver IO2026.01 | 0.024 | 0.38 | 0.66 | 70.04 | 15.96 | 82.57 | 22.4 | 0.49 | 8.1 | 0.73 | 7.7 | 0 | 0 | |
| NAS-Bench-3602026.01 | 0.026 | 0.32 | 0.34 | 23.39 | 12.51 | 48.23 | 7.35 | 0.23 | 2.95 | 0.63 | 5.8 | 0 | 0 |