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Reasoning on MATH 500 (Normalized speedup)

2.68Normalized SpeedupLogitspec
0.93281.38641.842.2936Jun 4, 2026
Updated 4mo ago

Evaluation results

MethodLinks
LogitspecBackbone=Vicuna-7B2026.062.68
AdaPLDBackbone=Vicuna-7B2026.062.55
PLD+Backbone=Vicuna-7B2026.062.42
TRBackbone=Vicuna-7B2026.062.36
SAMDBackbone=Vicuna-7B2026.062.32
AdaPLDBackbone=Vicuna-13B2026.062.26
LogitspecBackbone=Vicuna-13B2026.062.12
AdaPLDBackbone=Vicuna-33B2026.062.02
PLD+Backbone=Vicuna-13B2026.061.98
SAMDBackbone=Vicuna-13B2026.061.95
PLD+Backbone=Vicuna-33B2026.061.83
SAMDBackbone=Vicuna-33B2026.061.75
PLDBackbone=Vicuna-7B2026.061.74
TRBackbone=Vicuna-13B2026.061.65
PLDBackbone=Vicuna-13B2026.061.64
LogitspecBackbone=Vicuna-33B2026.061.64
PLDBackbone=Vicuna-33B2026.061.53
TRBackbone=Vicuna-33B2026.061.41
ARBackbone=Vicuna-7B2026.061
ARBackbone=Vicuna-13B2026.061
ARBackbone=Vicuna-33B2026.061