Text Summarization on TL;DR
94.2AlignScoreMultiMetric
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| MultiMetricbackbone=BART2026.05 | 94.2 | -3.33 | 65.6 | 22.4 | |
| MultiMetricbackbone=GPT-J2026.05 | 93.8 | -3.44 | 46 | 22.3 | |
| MultiMetricbackbone=LLaMA2026.05 | 93.5 | -3.74 | 84.1 | 15.1 | |
| MPObackbone=GPT-J2026.05 | 92.3 | -3.53 | 37.5 | 23.7 | |
| SFTbackbone=LLaMA2026.05 | 91.4 | -3.81 | 73.7 | 15.6 | |
| MultiMetricbackbone=DeepSeek2026.05 | 90.9 | -3.69 | 75.8 | 15.1 | |
| RLHFbackbone=LLaMA2026.05 | 90.2 | -3.78 | 64.1 | 18.3 | |
| MPObackbone=DeepSeek2026.05 | 89.7 | -3.77 | 72.5 | 15.1 | |
| SFTbackbone=GPT-J2026.05 | 89.6 | -3.69 | 30.9 | 26.8 | |
| SFTbackbone=DeepSeek2026.05 | 89.1 | -3.79 | 66.7 | 15.8 | |
| MPObackbone=BART2026.05 | 88.1 | -3.4 | 56.9 | 24.2 | |
| MPObackbone=LLaMA2026.05 | 86.4 | -3.78 | 81.3 | 15.4 | |
| SFTbackbone=BART2026.05 | 84.9 | -3.48 | 43.2 | 25.8 | |
| RLHFbackbone=GPT-J2026.05 | 81.5 | -3.59 | 34.1 | 23.4 | |
| RLHFbackbone=BART2026.05 | 73.1 | -3.95 | 41.5 | 22.6 |