Neural Architecture Search on CIFAR-100 (test)
83.6AccuracyDARTS-PT
Evaluation results
| Method | Links | |
|---|---|---|
| DARTS-PTSearch Space=DARTS, Variant=A²-enhanced2025.03 | 83.6 | |
| DARTS-PTSearch Space=DARTS, Variant=Standard2025.03 | 83.53 | |
| Λ-DARTSSearch Space=DARTS, Variant=A²-enhanced2025.03 | 83.16 | |
| Λ-DARTSSearch Space=DARTS, Variant=Standard2025.03 | 82.92 | |
| SDARTS-RSSearch Space=DARTS, Variant=A²-enhanced2025.03 | 82.67 | |
| PC-DARTSSearch Space=DARTS, Variant=A²-enhanced2025.03 | 82.6 | |
| DARTS (1st)Search Space=DARTS, Variant=A²-enhanced2025.03 | 82.5 | |
| SDARTS-RSSearch Space=DARTS, Variant=Standard2025.03 | 82.5 | |
| β-DARTSSearch Space=DARTS, Variant=A²-enhanced2025.03 | 82.48 | |
| DARTS-Search Space=DARTS, Variant=Standard2025.03 | 82.43 | |
| DARTS-Search Space=DARTS, Variant=A²-enhanced2025.03 | 82.32 | |
| DARTS (1st)Search Space=DARTS, Variant=Standard2025.03 | 82.3 | |
| PC-DARTSSearch Space=DARTS, Variant=Standard2025.03 | 82.18 | |
| β-DARTSSearch Space=DARTS, Variant=Standard2025.03 | 81.85 | |
| OptimalSearch Space=NAS-Bench-2012022.04 | 73.51 | |
| OptimalSearch Space=NAS-Bench-2012025.03 | 73.51 | |
| β-DARTSSearch Space=NAS-Bench-201, Variant=Standard2025.03 | 72.77 | |
| β-DARTSSearch Space=NAS-Bench-201, Variant=A²-enhanced2025.03 | 72.77 | |
| Λ-DARTSSearch Space=NAS-Bench-201, Variant=A²-enhanced2025.03 | 72.05 | |
| PRE-NASSearch Space=NAS-Bench-2012022.04 | 72.02 | |
| AmoebaNetSearch Space=NAS-Bench-2012022.04 | 71.84 | |
| REINFORCESearch Space=NAS-Bench-2012022.04 | 71.71 | |
| DARTS-Search Space=NAS-Bench-201, Variant=Standard2025.03 | 71.11 | |
| DARTS-Search Space=NAS-Bench-201, Variant=A²-enhanced2025.03 | 71.11 | |
| Random SearchSearch Space=NAS-Bench-2012022.04 | 71.04 | |
| BOHBSearch Space=NAS-Bench-2012022.04 | 70.85 | |
| GDASSearch Space=NAS-Bench-2012022.04 | 70.61 | |
| Λ-DARTSSearch Space=NAS-Bench-201, Variant=Standard2025.03 | 69.99 | |
| DARTS (1st)Search Space=NAS-Bench-201, Variant=A²-enhanced, Data Augmentation=None on validation set2025.03 | 68.79 | |
| DARTS-PTSearch Space=NAS-Bench-201, Variant=A²-enhanced2025.03 | 68.19 | |
| PC-DARTSSearch Space=NAS-Bench-201, Variant=A²-enhanced2025.03 | 66.47 | |
| DARTS-PTSearch Space=NAS-Bench-201, Variant=Standard2025.03 | 61.35 | |
| RSPSSearch Space=NAS-Bench-2012022.04 | 58.33 | |
| SETNSearch Space=NAS-Bench-2012022.04 | 56.87 | |
| SDARTS-RSSearch Space=NAS-Bench-201, Variant=A²-enhanced2025.03 | 54.96 | |
| DARTS (1st)Search Space=NAS-Bench-201, Variant=Standard, Data Augmentation=None on validation set2025.03 | 49.44 | |
| SDARTS-RSSearch Space=NAS-Bench-201, Variant=Standard2025.03 | 47.93 | |
| PC-DARTSSearch Space=NAS-Bench-201, Variant=Standard2025.03 | 38.97 | |
| DARTS-V1Search Space=NAS-Bench-2012022.04 | 15.61 | |
| DARTS-V2Search Space=NAS-Bench-2012022.04 | 15.61 | |
| ENASSearch Space=NAS-Bench-2012022.04 | 15.61 |