Neural Architecture Search on NAS-Bench-201 CIFAR-100 (Accuracy and Rank)
73.49AccuracyNPENAS-SSCCL
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NPENAS-SSCCLBudget=100, Optimized type=EA2025.12 | 73.49 | 2 | — | — | |
| DCL-ENASBudget=100, Optimized type=EA2025.12 | 73.49 | 1 | — | — | |
| arch2vec-BOBudget=100, Optimized type=BO2025.12 | 73.48 | 3 | — | — | |
| CAPBudget=100, Optimized type=EA2025.12 | 73.41 | 4 | — | — | |
| GP-BOBudget=100, Optimized type=BO2025.12 | 73.35 | 5 | — | — | |
| NPENAS-SSRLBudget=100, Optimized type=EA2025.12 | 73.34 | 6 | — | — | |
| SAENAS-NEBudget=100, Optimized type=EA2025.12 | 73.3 | 7 | — | — | |
| BOGCN-NASBudget=100, Optimized type=BO2025.12 | 73.27 | 8 | — | — | |
| BANANAS-PAPEBudget=100, Optimized type=BO2025.12 | 73.2 | 9 | — | — | |
| BANANAS-AEBudget=100, Optimized type=BO2025.12 | 73.16 | 10 | — | — | |
| NPENAS-NPBudget=100, Optimized type=EA2025.12 | 73.16 | 11 | — | — | |
| arch2vec-RLBudget=100, Optimized type=RL2025.12 | 73.03 | 12 | — | — | |
| local-searchBudget=1002025.12 | 72.98 | 13 | — | — | |
| REABudget=100, Optimized type=EA2025.12 | 72.82 | 14 | — | — | |
| BOHAMIANNBudget=100, Optimized type=BO2025.12 | 72.62 | 15 | — | — | |
| DNGOBudget=100, Optimized type=BO2025.12 | 72.53 | 16 | — | — | |
| BANANAS-PEBudget=100, Optimized type=BO2025.12 | 72.41 | 17 | — | — | |
| GCN-predictorBudget=100, Optimized type=R2025.12 | 71.52 | 18 | — | — | |
| RandomBudget=100, Optimized type=R2025.12 | 71.38 | 19 | — | — | |
| OracleSelection=Top-10002025.03 | 70.62 | — | 73.51 | 69.91 | |
| Arch-VQMode=Uncond. + Sort2025.03 | 69.47 | — | 73.51 | 63.82 | |
| MetaD2A2025.03 | 67.14 | — | 73.51 | 1 | |
| DiffusionNAGMode=Uncond. + Sort2025.03 | 66.37 | — | 73.16 | 1 | |
| Random2025.03 | 61.59 | — | 72.74 | 1 |