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Colored MNIST

Benchmarks

TaskDatasetSOTA resultTrendResults
Colored MNIST red-biased family Severity IV 60 20 20
86Recall
2
Colored MNIST red-biased Severity III 80/10/10
100Recall
2
Colored MNIST red-biased family Severity I 99/.5/.5
100Recall
2
Colored MNIST In-distribution vs Textures protocol (test)
100TNR @ 95% TPR
2
Colored MNIST In-distribution vs iSUN protocol (test)
100TNR @ 95% TPR
2
Colored MNIST In-distribution vs LSUN protocol (test)
1TNR @ 95% TPR
2
Colored MNIST In-distribution vs Spurious OOD protocol (test)
0.958TNR @ 95% TPR
2