Architecture Performance Evaluation on DARTS search space CIFAR
0.758Spearman CorrelationFT-ScoreNet
Evaluation Results
| Method | Links | |
|---|---|---|
| FT-ScoreNetTraining Dataset=Amoeba, Normalization=V-Norm2023.08 | 0.758 | |
| FT-ScoreNetTraining Dataset=DARTS, Normalization=V-Norm2023.08 | 0.746 | |
| FT-ScoreNetTraining Dataset=PNAS, Normalization=V-Norm2023.08 | 0.709 | |
| ParamsNormalization=V-Norm, Category=Handcrafted2023.08 | 0.668 | |
| NASWOTNormalization=V-Norm, Category=Handcrafted2023.08 | 0.647 | |
| FT-ScoreNetTraining Dataset=ENAS, Normalization=V-Norm2023.08 | 0.589 | |
| FT-ScoreNetTraining Dataset=NASNet, Normalization=V-Norm2023.08 | 0.56 | |
| Zen-ScoreNormalization=V-Norm, Category=Handcrafted2023.08 | 0.448 | |
| FT-ScoreNetTraining Dataset=Macro, Normalization=V-Norm2023.08 | 0.281 | |
| FT-ScoreNetTraining Dataset=NB201, Normalization=V-Norm2023.08 | 0.14 | |
| FT-ScoreNetTraining Dataset=NB101, Normalization=V-Norm2023.08 | -0.137 |