Data-to-text Generation on E2E (Empirical generalization error G(W))
1.65Empirical Error G(W)FFT
Evaluation Results
| Method | Links | |
|---|---|---|
| FFTModel=GPT2-Small2026.06 | 1.65 | |
| FFTModel (Backbone)=GPT2-Small [52]2026.06 | 1.65 | |
| cLAModel=GPT2-Small2026.06 | 1.77 | |
| cLAModel (Backbone)=GPT2-Small [52]2026.06 | 1.77 | |
| c3LAModel=GPT2-Small2026.06 | 1.82 | |
| r-c3LAModel=GPT2-Small2026.06 | 1.82 | |
| c3LAModel (Backbone)=GPT2-Small [52]2026.06 | 1.82 | |
| r-c3LAModel (Backbone)=GPT2-Small [52]2026.06 | 1.82 | |
| AsymModel=GPT2-Small2026.06 | 1.83 | |
| AsymmModel (Backbone)=GPT2-Small [52]2026.06 | 1.83 | |
| CoLAModel=GPT2-Small2026.06 | 1.85 | |
| RACModel=GPT2-Small2026.06 | 1.85 | |
| CoLAModel (Backbone)=GPT2-Small [52]2026.06 | 1.85 | |
| RACModel (Backbone)=GPT2-Small [52]2026.06 | 1.85 | |
| LoRA+Model=GPT2-Small2026.06 | 1.87 | |
| LoRA+Model (Backbone)=GPT2-Small [52]2026.06 | 1.87 | |
| r-cLAModel=GPT2-Small2026.06 | 1.88 | |
| r-cLAModel (Backbone)=GPT2-Small [52]2026.06 | 1.88 | |
| LoRAModel=GPT2-Small2026.06 | 1.93 | |
| LoRAModel (Backbone)=GPT2-Small [52]2026.06 | 1.93 |