ResearchBenchmarksNeural Architecture Search Performance Prediction on DARTS (test)Neural Architecture Search Performance Prediction on DARTS (test)Follow0.567Kendall's TauFLAN^T0.106280.225890.34550.46511Sep 30, 2025Evaluation resultsMethodMethodLinksKendall's TauFLAN^TSamples=100Samples=1002025.090.567RLMSamples=100, Input=ONN...Samples=100, Input=ONNX strings2025.090.528GNNSamples=100Samples=1002025.090.523CATEEncoding=Transformer E...Encoding=Transformer Encoding, Samples=1002025.090.425Arch2VecEncoding=Graph Encodin...Encoding=Graph Encoding, Samples=1002025.090.333MLPEncoding=Adjacency Mat...Encoding=Adjacency Matrix, Samples=1002025.090.124