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ResearchFormerly WizWand

Logical Reasoning on FOLIO (Empirical Generalization Error G(W))

1.05G(W) Errorr-cLA
0.88761.98383.084.1762Jun 11, 2026
Updated 4mo ago

Evaluation results

MethodLinks
r-cLAModel=TinyLlama2026.061.05
r-cLAModel (Backbone)=TinyLlama [71]2026.061.05
AsymModel=TinyLlama2026.061.75
AsymmModel (Backbone)=TinyLlama [71]2026.061.75
FFTModel=TinyLlama2026.061.82
FFTModel (Backbone)=TinyLlama [71]2026.061.82
c3LAModel=TinyLlama2026.061.91
c3LAModel (Backbone)=TinyLlama [71]2026.061.91
RACModel=TinyLlama2026.061.93
RACModel (Backbone)=TinyLlama [71]2026.061.93
CoLAModel=TinyLlama2026.062.17
CoLAModel (Backbone)=TinyLlama [71]2026.062.17
cLAModel=TinyLlama2026.062.35
cLAModel (Backbone)=TinyLlama [71]2026.062.35
LoRAModel=TinyLlama2026.062.37
LoRAModel (Backbone)=TinyLlama [71]2026.062.37
r-c3LAModel=TinyLlama2026.062.49
r-c3LAModel (Backbone)=TinyLlama [71]2026.062.49
LoRA+Model=TinyLlama2026.065.11
LoRA+Model (Backbone)=TinyLlama [71]2026.065.11