Neural Architecture Search on NAS-Bench-101 (Accuracy, Rank)
94.2AccuracyDCL-ENAS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DCL-ENASBudget=150, Optimized type=EA2025.12 | 94.2 | 1 | |
| CAPBudget=150, Optimized type=EA2025.12 | 94.18 | 2 | |
| NPENAS-SSCCLBudget=150, Optimized type=EA2025.12 | 94.15 | 3 | |
| NPENAS-SSRLBudget=150, Optimized type=EA2025.12 | 94.13 | 4 | |
| BANANAS-PEBudget=150, Optimized type=BO2025.12 | 94.12 | 6 | |
| BANANAS-PAPEBudget=150, Optimized type=BO2025.12 | 94.12 | 5 | |
| GP-BOBudget=150, Optimized type=BO2025.12 | 94.11 | 7 | |
| NPENAS-NPBudget=150, Optimized type=EA2025.12 | 94.11 | 8 | |
| BANANAS-AEBudget=150, Optimized type=BO2025.12 | 94.1 | 9 | |
| SAENAS-NEBudget=150, Optimized type=EA2025.12 | 94.08 | 10 | |
| BOGCN-NASBudget=150, Optimized type=BO2025.12 | 94.05 | 11 | |
| local-searchBudget=1502025.12 | 94 | 12 | |
| BOHAMIANNBudget=150, Optimized type=BO2025.12 | 93.94 | 13 | |
| DNGOBudget=150, Optimized type=BO2025.12 | 93.89 | 14 | |
| arch2vec-BOBudget=150, Optimized type=BO2025.12 | 93.84 | 15 | |
| arch2vec-RLBudget=150, Optimized type=RL2025.12 | 93.76 | 16 | |
| REABudget=150, Optimized type=EA2025.12 | 93.67 | 17 | |
| GCN-predictorBudget=150, Optimized type=R2025.12 | 93.64 | 18 | |
| RandomBudget=150, Optimized type=R2025.12 | 93.58 | 19 |