Neural Architecture Search on NAS-Bench-360 (test)
0.28ECG 1-F1 ErrorExpert
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Expert2022.04 | 0.28 | 19.39 | 67.41 | 0.008 | 3.35 | 0.13 | 8.73 | 0.62 | 19.8 | 0.3 | |
| DASH2022.04 | 0.32 | 24.37 | 71.28 | 0.0079 | 3.3 | 0.19 | 6.6 | 0.6 | 12.28 | 0.28 | |
| DARTS-GAEA2022.04 | 0.34 | 24.02 | 48.23 | 0.026 | 2.94 | 0.22 | 17.67 | 0.94 | 12.51 | 0.36 | |
| BABY DASH2022.04 | 0.37 | 25.56 | 63.45 | 0.016 | 3.94 | 0.16 | 8.28 | 0.62 | 13.29 | 0.37 | |
| DenseNAS2022.04 | 0.4 | 25.98 | 72.99 | 0.1 | 3.84 | 0.38 | 10.17 | 0.64 | 13.81 | 0.4 | |
| WRN2022.04 | 0.43 | 23.35 | 85.77 | 0.073 | 3.84 | 0.24 | 6.78 | 0.92 | 15.49 | 0.4 | |
| WRN-ASHA2022.04 | 0.43 | 23.39 | 75.46 | 0.066 | 3.84 | 0.25 | 7.31 | 0.91 | 15.84 | 0.41 | |
| TCN2022.04 | 0.57 | — | — | — | — | — | — | — | 16.21 | 0.44 | |
| Perceiver IO2022.04 | 0.66 | 70.04 | 82.57 | 0.24 | 8.06 | 0.48 | 22.22 | 0.72 | 15.93 | 0.38 | |
| AMBER2022.04 | 0.67 | — | — | — | — | — | — | — | 12.97 | 0.68 | |
| Auto-DL2022.04 | — | — | — | 0.049 | 6.73 | 0.49 | — | — | — | — |