Logical Reasoning on LogiQA (Generalization error approximation (G(W)))
1.1Generalization Error Approx. (G(W))c3LA
Evaluation Results
| Method | Links | |
|---|---|---|
| c3LAModel (Backbone)=TinyLlama [71]2026.06 | 1.1 | |
| AsymmModel (Backbone)=TinyLlama [71]2026.06 | 1.16 | |
| CoLAModel (Backbone)=TinyLlama [71]2026.06 | 1.45 | |
| RACModel (Backbone)=TinyLlama [71]2026.06 | 1.75 | |
| LoRA+Model (Backbone)=TinyLlama [71]2026.06 | 2.37 | |
| FFTModel (Backbone)=TinyLlama [71]2026.06 | 3.61 | |
| LoRAModel (Backbone)=TinyLlama [71]2026.06 | 6.12 | |
| r-c3LAModel (Backbone)=TinyLlama [71]2026.06 | 6.25 | |
| r-cLAModel (Backbone)=TinyLlama [71]2026.06 | 6.64 | |
| cLAModel (Backbone)=TinyLlama [71]2026.06 | 8.6 |