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Performance Prediction on Winogrande (WG) 1.3k (test)

1MAEDISCO
0.8961.5982.33.002Oct 9, 2025

Evaluation results

MethodLinks
DISCOSelection=High PDS, Prediction=Sig. + RF2025.1010.967
DISCOSelection=High JSD, Prediction=Sig. + RF2025.101.090.973
DISCOSelection=High PDS, Prediction=Sig. + kNN2025.101.190.951
MetabenchSelection=Best for val., Prediction=ability-IRT2025.101.230.947
DISCOSelection=High JSD, Prediction=Sig. + kNN2025.101.260.955
Model signatureSelection=Random, Prediction=Sig. + RF2025.101.290.926
Model signatureSelection=Random, Prediction=Sig. + kNN2025.101.580.92
tinyBenchmarksSelection=Random, Prediction=gp-IRT2025.101.640.928
tinyBenchmarksSelection=Anchor-corr, Prediction=gp-IRT2025.101.950.918
tinyBenchmarksSelection=Anchor-IRT, Prediction=gp-IRT2025.102.240.85
BaselineSelection=Random, Prediction=Direct eval.2025.103.60.827