Summarization on CNN/DailyMail (test)
48ROUGE-L
FreeTxt-Vi (fine-tuned Qwen2.5)
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 48 | - | - | - | - | - | - | - | - | - | 52.4 | 27 | ||
2026.03 | 46 | - | - | - | - | - | - | - | - | - | 50 | 25.2 | |
2026.03 | 45.6 | - | - | - | - | - | - | - | - | - | 49.1 | 24.5 | |
2026.03 | 44.9 | - | - | - | - | - | - | - | - | - | 48.3 | 23.9 | |
2026.03 | 44.5 | - | - | - | - | - | - | - | - | - | 47.8 | 24 | |
2026.03 | 43.7 | - | - | - | - | - | - | - | - | - | 46.4 | 23.1 | |
2026.03 | 43.2 | - | - | - | - | - | - | - | - | - | 45.9 | 22.6 | |
2026.03 | 41.9 | - | - | - | - | - | - | - | - | - | 44.7 | 21.3 | |
2021.04 | 41.52 | - | - | - | - | - | - | - | - | - | 44.48 | 21.31 | |
2021.04 | 41.51 | - | - | - | - | - | - | - | - | - | 44.45 | 21.27 | |
2021.04 | 41.3 | - | - | - | - | - | - | - | - | - | 44.16 | 21.56 | |
2021.04 | 40.9 | - | - | - | - | - | - | - | - | - | 44.16 | 21.28 | |
2021.04 | 40.74 | - | - | - | - | - | - | - | - | - | 43.84 | 21.11 | |
2025.12 | 27.5 | - | - | - | - | - | - | - | - | - | 42.82 | 18.25 | |
2025.12 | 27.47 | - | - | - | - | - | - | - | - | - | 41.32 | 18.86 | |
2025.12 | 27.35 | - | - | - | - | - | - | - | - | - | 42.19 | 18.03 | |
2025.12 | 27.24 | - | - | - | - | - | - | - | - | - | 41.55 | 17.84 | |
2025.12 | 26.14 | - | - | - | - | - | - | - | - | - | 36.82 | 13.27 | |
2025.12 | 26.1 | - | - | - | - | - | - | - | - | - | 40.17 | 15.91 | |
2025.12 | 26.06 | - | - | - | - | - | - | - | - | - | 40.25 | 16.34 | |
2025.12 | 25.93 | - | - | - | - | - | - | - | - | - | 40.06 | 16.35 | |
2025.12 | 25.77 | - | - | - | - | - | - | - | - | - | 39.86 | 15.68 | |
2025.12 | 24.39 | - | - | - | - | - | - | - | - | - | 34.9 | 12.47 | |
2024.10 | 18.12 | - | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 18.04 | - | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 17.98 | - | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 17.86 | - | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 16.72 | - | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 14.63 | - | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 13.57 | - | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 12.86 | - | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 9.7 | - | - | - | - | - | - | - | - | - | - | - | |
2024.10 | 6.5 | - | - | - | - | - | - | - | - | - | - | - | |
2018.02 | - | 11 | 21 | 34 | 33 | 36.33 | - | - | - | - | - | - | |
2018.02 | - | 14 | 18 | 31 | 36 | 28.73 | - | - | - | - | - | - | |
2018.02 | - | 35 | 42 | 16 | 7 | 66.34 | - | - | - | - | - | - | |
2018.02 | - | 39 | 19 | 18 | 24 | - | - | - | - | - | - | - | |
2018.09 | - | 12 | 11 | 25 | 52 | - | - | - | - | - | - | - | |
2018.09 | - | 24 | 25 | 28 | 23 | - | - | - | - | - | - | - | |
2018.09 | - | 31 | 34 | 23 | 12 | - | - | - | - | - | - | - | |
2018.09 | - | 33 | 30 | 24 | 13 | - | - | - | - | - | - | - | |
2019.08 | - | - | - | - | - | 42.5 | - | - | - | - | - | - | |
2019.08 | - | - | - | - | - | 42.2 | - | - | - | - | - | - | |
2019.08 | - | - | - | - | - | 41.7 | - | - | - | - | - | - | |
2019.08 | - | - | - | - | - | 37.8 | - | - | - | - | - | - | |
2019.08 | - | - | - | - | - | 58.9 | - | - | - | - | - | - | |
2019.10 | - | 40.42 | 17.62 | 36.67 | - | - | - | - | - | - | - | - | |
2019.10 | - | 36.44 | 15.66 | 33.42 | - | - | - | - | - | - | - | - | |
2019.10 | - | 39.53 | 17.28 | 36.38 | - | - | - | - | - | - | - | - | |
2019.10 | - | 43.33 | 20.21 | 40.51 | - | - | - | - | - | - | - | - | |
2019.10 | - | 41.72 | 19.39 | 38.76 | - | - | - | - | - | - | - | - | |
2019.10 | - | 42.13 | 19.6 | 39.18 | - | - | - | - | - | - | - | - | |
2019.10 | - | 44.16 | 21.28 | 40.9 | - | - | - | - | - | - | - | - | |
2022.06 | - | - | - | - | - | 0.5056 | 88.47 | 57.54 | - | - | - | - | |
2022.06 | - | - | - | - | - | 0.5209 | 88.9 | 60.33 | - | - | - | - | |
2022.06 | - | - | - | - | - | 0.5218 | 88.96 | 61.59 | - | - | - | - | |
2023.09 | - | 42.4 | 19.3 | 29.3 | 39.6 | - | - | - | 16 | 36.4 | - | - | |
2023.09 | - | 42.7 | 19.4 | 29.5 | 39.7 | - | - | - | 16.2 | 36.8 | - | - | |
2023.09 | - | 40.7 | 18.4 | 27.4 | 37.6 | - | - | - | 29.3 | 34.9 | - | - | |
2023.09 | - | 41.6 | 19.2 | 28.3 | 38.5 | - | - | - | 30.3 | 35.2 | - | - | |
2023.10 | - | 32.5 | 9.7 | 28.2 | - | - | - | - | - | - | - | - | |
2023.10 | - | 37.7 | 15.6 | 35.3 | - | - | - | - | - | - | - | - | |
2023.10 | - | 39.9 | 14.6 | 37 | - | - | - | - | - | - | - | - |