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Out-of-Distribution Generalization on AIME '26

19.8Saving ScoreTTT no-QK
8.77611.63814.517.362Apr 1, 2026

Evaluation results

MethodLinks
TTT no-QKLabeling protocol=Supervised labels, delta=0.1, zero-shot=true2026.0419.85
TTT no-QKLabeling protocol=Consistent labels (no ground truth), delta=0.1, zero-shot=true2026.0415.46.7
Static ProbeLabeling protocol=Supervised labels, delta=0.1, zero-shot=true2026.0414.75
Static ProbeLabeling protocol=Consistent labels (no ground truth), delta=0.1, zero-shot=true2026.0414.710
TTT QK (dh=128)Labeling protocol=Supervised labels, delta=0.1, zero-shot=true2026.0413.45
TTT QK (dh=128)Labeling protocol=Consistent labels (no ground truth), delta=0.1, zero-shot=true2026.049.20