Summarization on CNN/DM (m, FC)
7.49ROUGE (m)Top-k
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Top-kBackbone=Llama-3.1-8B/Llama-3.2-1B, k=22025.09 | 7.49 | 62.5 | |
| SelfJudge-FBackbone=Llama-3.1-8B/Llama-3.2-1B, Thresholding strategy=best F1 score2025.09 | 6.05 | 63.9 | |
| SelfJudge-RBackbone=Llama-3.1-8B/Llama-3.2-1B, Thresholding strategy=best recall2025.09 | 4.92 | 65.5 | |
| AutoJudge-FBackbone=Llama-3.1-8B/Llama-3.2-1B, Thresholding strategy=best F1 score2025.09 | 4.74 | 64.5 | |
| AutoJudge-RBackbone=Llama-3.1-8B/Llama-3.2-1B, Thresholding strategy=best recall2025.09 | 4.36 | 64.5 | |
| SDBackbone=Llama-3.1-8B/Llama-3.2-1B2025.09 | 4.35 | 64.6 |