Text Generation on CommonGen
41ROUGE-LGENICL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GENICLBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.05 | 41 | — | |
| EPRBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.05 | 39.2 | — | |
| ReLAR2026.06 | 38.92 | 93.4 | |
| BM25Backbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.05 | 38.3 | — | |
| SBERTBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.05 | 37.8 | — | |
| E5baseBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.05 | 37.6 | — | |
| LLM-RBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.05 | 37.2 | — | |
| RandomBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.05 | 36.3 | — | |
| Mistral-7B-Instruct2026.06 | 35.67 | 92.1 | |
| CBDSBackbone=LLaMA-7B, Evaluation Setting=Few-shot (ICL)2025.05 | 34.5 | — | |
| Llama-3-8B-Instruct2026.06 | 33.94 | 91.8 | |
| Qwen2.5-7B2026.06 | 31.42 | 91.2 | |
| Mistral-7B-v0.32026.06 | 27.84 | 90.3 | |
| Gemma-7B2026.06 | 24.63 | 89.6 | |
| LLaMA-2-7B2026.06 | 21.37 | 88.4 | |
| Falcon-7B2026.06 | 19.28 | 87.9 | |
| Zero-shotBackbone=LLaMA-7B, Evaluation Setting=Zero-shot2025.05 | 19.2 | — |