ResearchBenchmarksNeural Architecture Search Performance Prediction on Amoeba (test)Neural Architecture Search Performance Prediction on Amoeba (test)Follow0.488Kendall's TauRLM0.013760.136880.260.38312Sep 30, 2025Evaluation resultsMethodMethodLinksKendall's TauRLMSamples=16, Input=ONNX...Samples=16, Input=ONNX strings2025.090.488GNNSamples=16Samples=162025.090.376FLAN^TSamples=16Samples=162025.090.344CATEEncoding=Transformer E...Encoding=Transformer Encoding, Samples=162025.090.16Arch2VecEncoding=Graph Encodin...Encoding=Graph Encoding, Samples=162025.090.107MLPEncoding=Adjacency Mat...Encoding=Adjacency Matrix, Samples=162025.090.032