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Papers Benchmarks Datasets Tasks

Distribution Shift Robustness research benchmarks · SOTA2 Research

Distribution Shift Robustness

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sixteen Adversarial Cells MedQA + GSM8K (eval)

0Violations

10

May 21, 2026

MNLI matched → mismatched

0.022ID ECE

2

Feb 26, 2026

Popular datasets

MNLI Sixteen Adversarial Cells

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