Long-Context Language Modeling on RULER (4K to 128K Context Sweep)
90.97Accuracy (8K Context)
FullKV
Updated 4d ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2025.12 | 90.97 | - | 90.1 | 86.17 | 83.06 | 79.65 | 85.99 | |
2025.12 | 90.3 | - | 81.72 | 71.67 | 65.02 | 58.82 | -0.51 | |
2025.12 | 90.16 | - | 81.45 | 72.57 | 64.09 | 57.03 | -0.92 | |
2025.12 | 90.16 | - | 81.45 | 72.5 | 64.54 | 58.55 | -0.56 | |
2025.12 | 90.14 | - | 89.93 | 86.2 | 83.38 | 76.6 | -0.74 | |
2025.12 | 90.1 | - | 89.89 | 86 | 83.37 | 77.34 | -0.65 | |
2025.12 | 90.06 | - | 88.81 | 85.74 | 80.4 | 74.39 | -2.11 | |
2025.12 | 89.9 | - | 89.65 | 86.42 | 82.71 | 74.82 | -1.29 | |
2025.12 | 89.6 | - | 81.94 | 71.5 | 66.09 | 60.91 | 74.01 | |
2025.12 | 88.81 | - | 86.01 | 81.16 | 75.63 | 70.48 | -5.58 | |
2025.12 | 86.96 | - | 79.25 | 68.19 | 65.12 | 57.69 | -2.57 | |
2025.12 | 86.53 | - | 78.66 | 67.56 | 62.89 | 58.54 | -3.17 | |
2025.12 | 85.04 | - | 85 | 80.34 | 75.27 | 67.51 | -7.36 | |
2025.12 | 84.85 | - | 75.77 | 63.23 | 58.17 | 52.22 | -7.16 | |
2025.12 | 38.6 | 42.7 | 33.4 | 21.7 | 10.9 | - | 29.4 | |
2025.12 | 35.4 | 38.7 | 33.8 | 24.6 | 10.7 | - | 28.6 | |
2025.12 | 35.1 | 37.4 | 33 | 21.2 | 10.4 | - | 27.4 | |
2025.12 | 33 | 36.1 | 29.1 | 17.7 | 9 | - | 25 | |
2025.12 | 28.4 | 29.9 | 17.6 | 9.4 | 5.9 | - | 18.2 | |
2025.12 | 25.6 | 31.6 | 22 | 9.5 | 5.5 | - | 18.8 | |
2025.12 | 21.17 | - | 16.11 | 5.9 | 2.58 | 1 | -76.64 | |
2025.12 | 7.77 | - | 9.03 | 7.1 | 7.05 | 2.83 | -67.25 | |
2026.01 | 3.38 | 2.09 | - | - | - | - | - | |
2026.01 | 3.15 | 1.94 | - | - | - | - | - | |
2026.01 | 1.43 | 1.73 | 1.25 | 1.48 | 0.79 | 0.95 | - | |
2026.01 | 1.17 | 1.65 | 0.92 | 0.65 | 0.69 | 0.8 | - | |
2026.01 | 1.05 | 1.08 | 1.04 | 1.03 | 1.01 | 1.01 | - | |
2026.01 | 1.04 | 1.07 | 1.03 | 1.02 | 1.01 | 1.01 | - | |
2026.01 | 1.03 | 1.12 | 0.93 | 0.83 | 0.79 | 0.81 | - | |
2026.01 | 0.92 | 1.06 | 0.82 | 0.61 | 0.67 | 0.79 | - | |
2026.01 | 0.83 | 1.19 | 0.66 | 0.57 | 0.55 | 0.53 | - | |
2026.01 | 0.74 | 1.11 | 0.57 | 0.49 | 0.45 | 0.44 | - | |
2026.01 | 0.69 | 0.87 | 0.61 | 0.56 | 0.55 | 0.54 | - | |
2026.01 | 0.66 | 0.85 | 0.58 | 0.53 | 0.51 | 0.5 | - |