Question Answering on OpenBookQA (Generalization error approximation (G(W)))
1.51Generalization Error (G(W))cLA
Evaluation Results
| Method | Links | |
|---|---|---|
| cLAModel (Backbone)=TinyLlama [71]2026.06 | 1.51 | |
| RACModel (Backbone)=Llama 3 [15]2026.06 | 1.67 | |
| FFTModel (Backbone)=TinyLlama [71]2026.06 | 1.78 | |
| RACModel (Backbone)=TinyLlama [71]2026.06 | 1.86 | |
| LoRA+Model (Backbone)=Llama 3 [15]2026.06 | 1.92 | |
| LoRA+Model (Backbone)=TinyLlama [71]2026.06 | 2.07 | |
| AsymmModel (Backbone)=TinyLlama [71]2026.06 | 2.15 | |
| c3LAModel (Backbone)=TinyLlama [71]2026.06 | 2.2 | |
| CoLAModel (Backbone)=Llama 3 [15]2026.06 | 2.32 | |
| LoRAModel (Backbone)=Llama 3 [15]2026.06 | 2.54 | |
| AsymmModel (Backbone)=Llama 3 [15]2026.06 | 2.63 | |
| FFTModel (Backbone)=Llama 3 [15]2026.06 | 2.65 | |
| c3LAModel (Backbone)=Llama 3 [15]2026.06 | 2.69 | |
| r-cLAModel (Backbone)=Llama 3 [15]2026.06 | 2.79 | |
| LoRAModel (Backbone)=TinyLlama [71]2026.06 | 2.82 | |
| r-cLAModel (Backbone)=TinyLlama [71]2026.06 | 3.16 | |
| CoLAModel (Backbone)=TinyLlama [71]2026.06 | 3.41 | |
| cLAModel (Backbone)=Llama 3 [15]2026.06 | 3.55 | |
| r-c3LAModel (Backbone)=Llama 3 [15]2026.06 | 3.61 | |
| r-c3LAModel (Backbone)=TinyLlama [71]2026.06 | 7.59 |