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Image Classification on Colored MNIST (train)

88.9AccuracyRI
48.44458.94769.4579.953Jul 5, 2019Aug 14, 2019Sep 23, 2019Nov 2, 2019Dec 12, 2019Jan 21, 2020Mar 2, 2020

Evaluation results

MethodLinks
RI2020.0388.9
ERM2019.0787.4
ERM2020.0387.4
OPTIMAL2020.0275
Optimal invariant modeltype=hypothetical2019.0775
Optimum2020.0375
ERMinput_type=grayscale, type=oracle2019.0773.5
Grayscale oracle2020.0373.5
MM-REx2020.0372.4
V-REx2020.0371.5
IRM2019.0770.8
IRM2020.0370.8
Random guessingtype=hypothetical2019.0750
Chance2020.0350