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Neural Architecture Search Performance Prediction on PNAS (test)
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0.444
Kendall's Tau
GNN
0.06752
0.16526
0.263
0.36074
Sep 30, 2025
Kendall's Tau
Updated 6d ago
Evaluation Results
Method
Method
Links
Kendall's Tau
GNN
Samples=16
2025.09
0.444
FLAN^T
Samples=16
2025.09
0.43
RLM
Samples=16, Input=ONNX...
2025.09
0.427
CATE
Encoding=Transformer E...
2025.09
0.217
Arch2Vec
Encoding=Graph Encodin...
2025.09
0.184
MLP
Encoding=Adjacency Mat...
2025.09
0.082
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