List your company

Out-of-Distribution Generalization on AIME '25

26.5Saving ScoreTTT no-QK
9.44413.87218.322.728Apr 1, 2026

Evaluation results

MethodLinks
TTT no-QKLabeling protocol=Supervised labels, delta=0.1, zero-shot=true2026.0426.55.6
TTT QK (dh=128)Labeling protocol=Supervised labels, delta=0.1, zero-shot=true2026.0425.80
TTT no-QKLabeling protocol=Consistent labels (no ground truth), delta=0.1, zero-shot=true2026.0416.66.7
Static ProbeLabeling protocol=Supervised labels, delta=0.1, zero-shot=true2026.0413.90
TTT QK (dh=128)Labeling protocol=Consistent labels (no ground truth), delta=0.1, zero-shot=true2026.0413.90
Static ProbeLabeling protocol=Consistent labels (no ground truth), delta=0.1, zero-shot=true2026.0410.10