Long-context language understanding on InfiniteBench
32.93En.Sum
Llama-3.1-8B-Instruct
Updated 4d ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.01 | 32.93 | 27.41 | 65.94 | 19.5 | 34.6 | 25.38 | 24 | 99.66 | 98.64 | - | 47.56 | - | |
2026.01 | 32.05 | 26.94 | 65.94 | 19.5 | 34.14 | 25.38 | 24 | 99.66 | 98.47 | - | 47.34 | - | |
2026.01 | 31.51 | 26.15 | 65.94 | 19 | 33.22 | 25.13 | 24 | 99.66 | 97.46 | - | 46.91 | - | |
2026.01 | 31.46 | 27.03 | 65.94 | 19 | 33.98 | 23.1 | 24 | 99.66 | 98.14 | - | 46.92 | - | |
2025.02 | 30.63 | 29.25 | 63.32 | 11 | 36.99 | 30.46 | 26.86 | 100 | 98.81 | 81.8 | 50.91 | - | |
2025.02 | 30.59 | 29.04 | 63.76 | 11 | 36.18 | 24.62 | 28.82 | 100 | 99.49 | 51 | 47.45 | - | |
2025.02 | 30.55 | 30.66 | 61.57 | 15 | 36.26 | 26.65 | 24.57 | 100 | 98.98 | 40.6 | 46.48 | - | |
2025.02 | 30.06 | 26.42 | 55.46 | 12.5 | 36.51 | 28.17 | 32.29 | 98.47 | 98.81 | 17.4 | 43.61 | - | |
2026.01 | 28.86 | 26.55 | 64 | 18.5 | 31.78 | 24.65 | 22.86 | 99.15 | 98.01 | - | 46.68 | - | |
2024.07 | 28.8 | 9.6 | 68.6 | 38.5 | 12 | 30.7 | 39.1 | 100 | 100 | 43 | 47 | - | |
2024.07 | 28.3 | 9.7 | 68.6 | 39.5 | 12.1 | 29.4 | 38.9 | 100 | 100 | 41 | 46.7 | - | |
2024.07 | 28 | 7.3 | 45 | 14 | 10.7 | 27.9 | 39.4 | 98 | 100 | 2.6 | 37.3 | - | |
2025.02 | 27.8 | 10.4 | 52.84 | 28 | 10.21 | 38.07 | 42.57 | 100 | 100 | 17.8 | 42.68 | - | |
2024.07 | 27.7 | 6.4 | 40.2 | 12.5 | 10.8 | 27.7 | 21.1 | 97.1 | 25.6 | 0.6 | 27 | - | |
2025.02 | 27.48 | 12.44 | 62.88 | 23.5 | 11.03 | 43.4 | 37.71 | 100 | 100 | 18 | 43.69 | - | |
2025.05 | 26.8 | 14.8 | 65.9 | 19 | 13.3 | 22.8 | 34 | 100 | 99.3 | - | 44 | - | |
2025.02 | 26.51 | 12.74 | 66.38 | 25 | 11.22 | 37.31 | 35.71 | 100 | 100 | 62.2 | 47.34 | - | |
2025.02 | 25.63 | 12.04 | 61.57 | 16.5 | 11.06 | 41.62 | 48.57 | 100 | 100 | 5.2 | 42.22 | - | |
2024.07 | 24.1 | 7.8 | 45 | 6 | 11.4 | 19.5 | 32.9 | 100 | 100 | 1.2 | 34.8 | - | |
2024.07 | 24.1 | 8.1 | 57 | 10 | 12.9 | 27.4 | 52.3 | 100 | 100 | 0 | 39.2 | - | |
2025.05 | 24.1 | 14.4 | 66.8 | 18.5 | 12.9 | 22.8 | 34 | 100 | 89.4 | - | 42.6 | - | |
2026.01 | 23.59 | 18.62 | 64.19 | 15.5 | 30.55 | 25.38 | 19.71 | 98.31 | 98.14 | - | 44.26 | - | |
2025.05 | 22.8 | 13.6 | 66.4 | 18 | 13 | 22.8 | 34 | 99.8 | 73.2 | - | 40.4 | - | |
2025.05 | 22.4 | 10.4 | 65.5 | 9.5 | 11.3 | 22.8 | 34 | 100 | 93.2 | - | 41 | - | |
2024.07 | 21 | 8.2 | 40.2 | 10 | 10.4 | 25.9 | 30 | 86.8 | 5.1 | 0.8 | 23.8 | - | |
2024.07 | 20.7 | 10.3 | 84.2 | 9.5 | 14 | 33.2 | 61.7 | 97 | 100 | 34 | 46.5 | - | |
2024.07 | 20.6 | 10.1 | 83.4 | 10 | 14.1 | 34.1 | 61.9 | 100 | 100 | 39 | 47.3 | - | |
2024.07 | 20.5 | 12.9 | 65.9 | 7.5 | 12.5 | 22.3 | 33.1 | 100 | 100 | 12.8 | 38.8 | - | |
2024.07 | 20.5 | 8.5 | 52 | 10 | 12.6 | 27.4 | 61.1 | 14 | 10 | 0 | 21.6 | - | |
2025.06 | 20.36 | 38.33 | 57.64 | 18.5 | 27.57 | 22.59 | 23.71 | 100 | - | - | 45.17 | 97.8 | |
2024.07 | 20.2 | 12.4 | 67.3 | 6 | 12.9 | 22.1 | 26.6 | 100 | 100 | 14.4 | 38.2 | - | |
2024.07 | 20.1 | 9.4 | 44.5 | 15.5 | 11.2 | 20.5 | 27.5 | 5 | 87.5 | 0.5 | 24.2 | - | |
2024.07 | 19.9 | 8.6 | 43.2 | 3.5 | 8.9 | 20.6 | 25.1 | 92.4 | 96.3 | 0.2 | 31.9 | - | |
2025.06 | 19.27 | 37.52 | 57.64 | 18.5 | 27.27 | 22.59 | 23.71 | 100 | - | - | 44.77 | 96.44 | |
2025.05 | 18.9 | 12.6 | 65.9 | 15 | 12.6 | 23.3 | 34 | 8.6 | 2.5 | - | 21.5 | - | |
2024.07 | 17.3 | 8.2 | 27.5 | 14.5 | 11.2 | 19.5 | 27.5 | 4 | 2.1 | 1 | 13.3 | - | |
2025.05 | 12.7 | 5.9 | 66.3 | 7 | 9.7 | 22.8 | 34 | 3.3 | 3 | - | 18.3 | - | |
2025.05 | 12.2 | 9.2 | 69.8 | 14 | 11.4 | 25.1 | 34 | 100 | 28.9 | - | 33.8 | - | |
2025.05 | 8.7 | 11.2 | 66.3 | 2 | 14.9 | 25.6 | 22.2 | 9.6 | 5.9 | - | 18.5 | - | |
2025.05 | 8.6 | 8.4 | 67.6 | 3 | 14.9 | 26.6 | 22.5 | 99.8 | 18.3 | - | 30 | - | |
2024.07 | 8.2 | 10.6 | 64.2 | 1 | 17.3 | 21.3 | 23.4 | 99.8 | 100 | 28.8 | 37.5 | - | |
2025.05 | 8.2 | 10.8 | 65 | 2.5 | 16.7 | 26.3 | 23.4 | 100 | 100 | - | 39.2 | - | |
2025.05 | 8.2 | 11.2 | 65.1 | 4.5 | 16.6 | 24.9 | 24 | 100 | 99.7 | - | 39.4 | - | |
2024.07 | 7.9 | 11.2 | 64.2 | 1 | 17.9 | 24.1 | 23.1 | 99.5 | 100 | 27.6 | 37.7 | - | |
2025.05 | 7.3 | 15.1 | 64.2 | 2.5 | 19.7 | 21.3 | 24 | 100 | 98.3 | - | 39.2 | - | |
2025.02 | 7.19 | 20.07 | 63.32 | 2.5 | 25.4 | 28.17 | 31.4 | 100 | 100 | 52.4 | 43.05 | - | |
2025.05 | 6.4 | 8.8 | 66.8 | 2.5 | 15 | 21.3 | 23.7 | 2.5 | 0.5 | - | 16.4 | - | |
2024.07 | 6.3 | 13 | 45.9 | 2.5 | 21.5 | 20.6 | 34.6 | 85.3 | 88.1 | 1.4 | 31.9 | - | |
2024.07 | 6.1 | 4.5 | 9.8 | 0 | 16.9 | 0 | 3.1 | 1.5 | 0 | 0 | 4.6 | - | |
2025.02 | 5.96 | 19.81 | 62.45 | 1 | 25.42 | 27.92 | 30 | 100 | 100 | 65.2 | 43.78 | - | |
2025.02 | 5.83 | 17.57 | 47.6 | 2 | 18.77 | 25.13 | 28 | 100 | 100 | 49 | 39.39 | - | |
2024.07 | 5.8 | 12.6 | 48.5 | 3 | 12.6 | 20.8 | 25.1 | 60.9 | 38.5 | 1 | 22.9 | - | |
2024.07 | 5.7 | 4.2 | 15 | 0 | 18.2 | 0 | 2.9 | 0 | 0 | 0 | 4.2 | - | |
2024.07 | 5.4 | 14.2 | 38 | 4 | 18.8 | 18.8 | 22.3 | 39.2 | 6.1 | 1.6 | 16.8 | - | |
2025.05 | 4.4 | 16.4 | 51.5 | 1.5 | 26.2 | 26.9 | 5.7 | 10.1 | 3.7 | - | 16.3 | - | |
2025.05 | 4.4 | 17.4 | 53.3 | 2.5 | 26 | 26.4 | 7.7 | 100 | 97.5 | - | 37.2 | - | |
2025.02 | 4.38 | 19.71 | 60.26 | 0 | 23.4 | 28.17 | 21.14 | 100 | 100 | 24.6 | 38.17 | - | |
2025.05 | 4 | 18 | 53.3 | 3 | 25.8 | 26.7 | 8 | 100 | 97 | - | 37.3 | - | |
2025.05 | 3.9 | 10.2 | 52.8 | 0 | 20.2 | 25.8 | 4.8 | 3.3 | 0.6 | - | 13.5 | - | |
2025.05 | 3.6 | 13.4 | 52.4 | 3 | 18.8 | 26.6 | 5.1 | 100 | 99.1 | - | 35.8 | - | |
2025.05 | 3.4 | 12.5 | 58.5 | 4 | 12.7 | 18.7 | 18.2 | 100 | 96.9 | - | 36.1 | - | |
2025.05 | 3.4 | 18.2 | 53.3 | 1 | 26 | 26.9 | 6.8 | 100 | 98.4 | - | 37.1 | - | |
2025.05 | 3.1 | 14.1 | 53.2 | 2.5 | 22.2 | 26.9 | 4.5 | 100 | 11.5 | - | 26.4 | - |