Long-context Question Answering on LongBench (test)
7,011HotpotQA
LingoEDU
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2025.12 | 7,011 | - | - | - | 7,468 | - | 5,486 | - | - | - | - | - | - | - | - | - | - | - | 25.34 | - | - | |
2025.12 | 6,789 | - | - | - | 7,439 | - | 5,348 | - | - | - | - | - | - | - | - | - | - | - | 23.51 | - | - | |
2025.12 | 6,642 | - | - | - | 7,298 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 6,583 | - | - | - | 7,298 | - | 5,190 | - | - | - | - | - | - | - | - | - | - | - | 21.8 | - | - | |
2025.12 | 4,046 | - | - | - | 4,091 | - | 3,122 | - | - | - | - | - | - | - | - | - | - | - | 8.12 | - | - | |
2025.12 | 3,778 | - | - | - | 3,990 | - | 3,077 | - | - | - | - | - | - | - | - | - | - | - | 7.79 | - | - | |
2025.12 | 3,520 | - | - | - | 3,810 | - | 2,855 | - | - | - | - | - | - | - | - | - | - | - | 7.15 | - | - | |
2026.02 | 65.14 | - | 20.77 | - | 74.76 | 40.74 | 53.22 | 50.93 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 63.8 | - | 20.74 | - | 67.83 | 41.02 | 42.14 | 47.11 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 60.96 | - | 23.27 | - | 69.66 | 35.14 | 44.19 | 46.64 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 60.34 | - | 20.43 | - | 65.19 | 35.68 | 50.66 | 46.46 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 59.28 | - | 19.23 | - | 55.02 | 33.19 | 40.98 | 41.54 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 57.67 | - | 20.22 | - | 59.09 | 33.52 | 32.12 | 40.52 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 56.17 | - | 19.47 | - | 57.66 | 35.52 | 31.23 | 40.01 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 53.23 | - | 19.86 | - | 55.4 | 31.63 | 36.52 | 39.33 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 53.2 | - | 21.46 | - | 50.31 | 40.14 | 32.18 | 39.46 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 52.95 | - | 19.76 | - | 48.78 | 31.09 | 31.69 | 36.85 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 52.29 | - | - | - | - | - | 24.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 50.22 | - | 19.23 | - | 47.58 | 35.48 | 30.35 | 35.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 49.76 | - | - | - | - | - | 23.91 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 49.12 | - | - | - | - | - | 23.08 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 48.73 | - | 20.25 | - | 54.05 | 33.91 | 28.4 | 37.07 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 42.92 | - | 16.12 | - | 40.55 | 28.84 | 19.28 | 29.54 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 41.68 | - | 15.04 | - | 34.04 | 30.94 | 19.84 | 28.31 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 33.87 | - | 17.09 | - | 50.32 | 37.91 | 23.86 | 32.61 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.07 | 31.22 | - | 16.95 | - | 25.5 | 20.81 | 36.05 | 32.47 | 20.77 | 20.52 | 22.53 | 64 | 83.72 | 40.09 | 6 | 10 | 58.36 | 53.33 | - | - | - | |
2025.07 | 31.09 | - | 17.31 | - | 25.8 | 20.72 | 36.86 | 33.1 | 22.93 | 21.32 | 23.94 | 64 | 84 | 40.97 | 6 | 10 | 60.92 | 53.7 | - | - | - | |
2025.07 | 31.01 | - | 17.33 | - | 25.88 | 20.64 | 35.04 | 32.86 | 21.28 | 20.15 | 22.67 | 64 | 83.31 | 39.81 | 5.5 | 11 | 59.6 | 54.34 | - | - | - | |
2025.07 | 30.97 | - | 13.39 | - | 27.24 | 14.44 | 13.23 | 26.69 | 19.67 | 18.71 | 20.49 | 43.5 | 70.34 | 37.94 | 3 | 2 | 52.44 | 51.41 | - | - | - | |
2025.07 | 30.92 | - | 18.39 | - | 25.73 | 20.14 | 35.67 | 33.39 | 25.58 | 20.98 | 26.43 | 64 | 83.38 | 41.02 | 5.5 | 10 | 60.81 | 55.12 | - | - | - | |
2025.07 | 30.86 | - | 17.32 | - | 25.62 | 20.99 | 36.37 | 32.91 | 22.38 | 20.57 | 23.24 | 64 | 83.81 | 40.82 | 6 | 10.5 | 59.95 | 54.4 | - | - | - | |
2025.07 | 30.8 | - | 18.45 | - | 25.74 | 21.23 | 36.67 | 33.41 | 24.49 | 20.66 | 25.18 | 64 | 84.31 | 41.11 | 6 | 10 | 60.45 | 54.92 | - | - | - | |
2025.07 | 30.78 | - | 17.77 | - | 25.96 | 21.77 | 35.7 | 32.83 | 21.74 | 20.5 | 23.48 | 64 | 83.8 | 40.33 | 6 | 10 | 59.69 | 53.83 | - | - | - | |
2025.07 | 30.77 | - | 18.13 | - | 26.1 | 19.95 | 36.91 | 33 | 23.19 | 20.95 | 24.35 | 64 | 83.69 | 41.37 | 6 | 9 | 59.85 | 53.77 | - | - | - | |
2025.07 | 30.76 | - | 18.38 | - | 25.45 | 20.99 | 35.98 | 33.31 | 23.73 | 20.88 | 25.08 | 64 | 83.75 | 41.17 | 6 | 10.5 | 60.58 | 54.93 | - | - | - | |
2025.07 | 30.69 | - | 17.34 | - | 25.64 | 21.2 | 35.81 | 32.89 | 22.31 | 20.64 | 23.17 | 64 | 84.15 | 40.65 | 6 | 10 | 60.31 | 54.49 | - | - | - | |
2025.07 | 30.55 | - | 17.78 | - | 26.04 | 20.49 | 36.86 | 33.13 | 22.92 | 20.97 | 24.13 | 64 | 83.59 | 41.06 | 6 | 11 | 60.74 | 54.15 | - | - | - | |
2025.07 | 29.14 | - | 15.36 | - | 24.53 | 15.4 | 19.23 | 29.09 | 21.64 | 19.66 | 22.7 | 54 | 81.79 | 40.71 | 4 | 3.5 | 54.29 | 51.98 | - | - | - | |
2026.02 | 28.23 | - | 12.31 | - | - | - | 10.76 | 27.33 | - | - | - | - | - | - | - | - | - | - | 25.71 | 16.32 | 70.64 | |
2025.07 | 27.69 | - | 13.8 | - | 26.1 | 15.27 | 17.69 | 28.28 | 20.53 | 19.42 | 22.04 | 53.5 | 77.06 | 40.5 | 2 | 6.5 | 52.69 | 50.46 | - | - | - | |
2026.02 | 27.21 | - | 13.38 | - | - | - | 10.86 | 28.16 | - | - | - | - | - | - | - | - | - | - | 26.03 | 16.86 | 74.62 | |
2025.07 | 26.98 | - | 12.11 | - | 27.3 | 14.49 | 14.25 | 25.56 | 19.28 | 18.33 | 19.78 | 38 | 61.76 | 38.84 | 2 | 6 | 52.35 | 50.78 | - | - | - | |
2025.07 | 26.82 | - | 14.85 | - | 24.95 | 15.19 | 15.41 | 27.5 | 19.96 | 18.66 | 21.34 | 49 | 76.22 | 38.83 | 4.5 | 5 | 51.87 | 51.71 | - | - | - | |
2026.02 | 23.67 | - | 13.08 | - | - | - | 8.56 | 25.71 | - | - | - | - | - | - | - | - | - | - | 23.52 | 16.01 | 69.41 | |
2026.02 | 22.41 | - | 13.53 | - | - | - | 7.24 | 27.01 | - | - | - | - | - | - | - | - | - | - | 27.4 | 20.14 | 71.31 | |
2025.06 | 17.16 | 50.02 | 18.96 | 51.39 | 13.97 | 24.86 | 7.59 | 26.27 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 15.29 | 51.09 | 20.31 | 50.11 | 16.47 | 27.13 | 6.7 | 26.87 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 15.22 | 46.72 | 20.03 | 51.27 | 15.5 | 26.26 | 6.87 | 25.98 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 13.28 | 45.13 | 18.94 | 49.53 | 13.22 | 28.7 | 6.25 | 25.02 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 8.6 | - | - | - | 27.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 8.5 | - | - | - | 27.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.06 | 8.31 | 4.86 | 4.18 | 27.41 | 10.13 | 26.41 | 3.94 | 12.18 | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 8.1 | - | - | - | 26.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 7.9 | - | - | - | 28.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 7.3 | - | - | - | 24 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2025.12 | 7 | - | - | - | 9 | - | 8 | - | - | - | - | - | - | - | - | - | - | - | 2.08 | - | - | |
2026.02 | 5.1 | - | - | - | 23.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 4.5 | - | - | - | 22.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2026.02 | 1.9 | - | - | - | 3.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - | - |