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Question Answering on OpenBookQA (Generalization error approximation (G(W)))

1.51Generalization Error (G(W))cLA
1.26682.90844.556.1916Jun 11, 2026
Updated 4mo ago

Evaluation results

MethodLinks
cLAModel (Backbone)=TinyLlama [71]2026.061.51
RACModel (Backbone)=Llama 3 [15]2026.061.67
FFTModel (Backbone)=TinyLlama [71]2026.061.78
RACModel (Backbone)=TinyLlama [71]2026.061.86
LoRA+Model (Backbone)=Llama 3 [15]2026.061.92
LoRA+Model (Backbone)=TinyLlama [71]2026.062.07
AsymmModel (Backbone)=TinyLlama [71]2026.062.15
c3LAModel (Backbone)=TinyLlama [71]2026.062.2
CoLAModel (Backbone)=Llama 3 [15]2026.062.32
LoRAModel (Backbone)=Llama 3 [15]2026.062.54
AsymmModel (Backbone)=Llama 3 [15]2026.062.63
FFTModel (Backbone)=Llama 3 [15]2026.062.65
c3LAModel (Backbone)=Llama 3 [15]2026.062.69
r-cLAModel (Backbone)=Llama 3 [15]2026.062.79
LoRAModel (Backbone)=TinyLlama [71]2026.062.82
r-cLAModel (Backbone)=TinyLlama [71]2026.063.16
CoLAModel (Backbone)=TinyLlama [71]2026.063.41
cLAModel (Backbone)=Llama 3 [15]2026.063.55
r-c3LAModel (Backbone)=Llama 3 [15]2026.063.61
r-c3LAModel (Backbone)=TinyLlama [71]2026.067.59