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Neural Architecture Search Performance Prediction on Amoeba (test)
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0.488
Kendall's Tau
RLM
0.01376
0.13688
0.26
0.38312
Sep 30, 2025
Kendall's Tau
Updated 6d ago
Evaluation Results
Method
Method
Links
Kendall's Tau
RLM
Samples=16, Input=ONNX...
2025.09
0.488
GNN
Samples=16
2025.09
0.376
FLAN^T
Samples=16
2025.09
0.344
CATE
Encoding=Transformer E...
2025.09
0.16
Arch2Vec
Encoding=Graph Encodin...
2025.09
0.107
MLP
Encoding=Adjacency Mat...
2025.09
0.032
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