Neural Architecture Search on NASBench-101 (Validation Metrics)
1RankDCL-ENAS
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DCL-ENASBudget=150, Optimized type=EA2025.12 | 1 | — | — | — | — | 1 | |
| NPENAS-SSRLBudget=150, Optimized type=EA2025.12 | 2 | — | 4 | 0 | 0 | 4.75 | |
| GP-BOBudget=150, Optimized type=BO2025.12 | 3 | — | 3 | 1 | 0 | 6.5 | |
| NPENAS-SSCCLBudget=150, Optimized type=EA2025.12 | 4 | — | 4 | 0 | 0 | 3.5 | |
| BANANAS-AEBudget=150, Optimized type=BO2025.12 | 5 | — | 4 | 0 | 0 | 6.75 | |
| BANANAS-PAPEBudget=150, Optimized type=BO2025.12 | 6 | — | 3 | 1 | 0 | 9.25 | |
| NPENAS-NPBudget=150, Optimized type=EA2025.12 | 7 | — | 4 | 0 | 0 | 8 | |
| CAPBudget=150, Optimized type=EA2025.12 | 8 | — | 4 | 0 | 0 | 6.5 | |
| BANANAS-PEBudget=150, Optimized type=BO2025.12 | 9 | — | 3 | 1 | 0 | 14.25 | |
| BOGCN-NASBudget=150, Optimized type=BO2025.12 | 10 | — | 4 | 0 | 0 | 9 | |
| SAENAS-NEBudget=150, Optimized type=EA2025.12 | 11 | — | 3 | 1 | 0 | 5.75 | |
| local-searchBudget=1502025.12 | 12 | — | 4 | 0 | 0 | 10.25 | |
| DNGOBudget=150, Optimized type=BO2025.12 | 13 | — | 4 | 0 | 0 | 14.75 | |
| BOHAMIANNBudget=150, Optimized type=BO2025.12 | 14 | — | 4 | 0 | 0 | 15.25 | |
| arch2vec-BOBudget=150, Optimized type=BO2025.12 | 15 | — | 3 | 1 | 0 | 8.25 | |
| arch2vec-RLBudget=150, Optimized type=RL2025.12 | 16 | — | 4 | 0 | 0 | 13.75 | |
| REABudget=150, Optimized type=EA2025.12 | 17 | — | 4 | 0 | 0 | 15.5 | |
| GCN-predictorBudget=150, Optimized type=R2025.12 | 18 | — | 4 | 0 | 0 | 18.25 | |
| RandomBudget=150, Optimized type=R2025.12 | 19 | — | 4 | 0 | 0 | 18.75 |