Long-context language understanding on LongBench v1 (test)
30.7NrtvQA Score
Top-k
Updated 4d ago
Evaluation Results
| Method | Links | |||||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.04 | 30.7 | 44.7 | 55.4 | 55 | 46.5 | 31.7 | 34.8 | 25.1 | 26.8 | 71.5 | 92.2 | 44.8 | 7.8 | 100 | 67.1 | 63.6 | 49.8 | |
2026.04 | 30.6 | 44.7 | 56.3 | 55.2 | 45.9 | 30.6 | 34.6 | 24.4 | 26.7 | 73 | 92 | 43.5 | 6.7 | 100 | 62.5 | 56.4 | 49 | |
2026.04 | 30.2 | 45.5 | 54.9 | 55.5 | 46.7 | 31.3 | 35.2 | 25.2 | 27.2 | 72.5 | 91.7 | 43.8 | 8.4 | 99.5 | 65.1 | 58.8 | 49.5 | |
2026.04 | 30 | 44.7 | 56.5 | 55 | 45.4 | 30 | 33.5 | 24.3 | 26.5 | 73 | 91.3 | 42.4 | 6.5 | 100 | 61.5 | 56.7 | 48.6 | |
2026.04 | 28.7 | 43.3 | 52.2 | 55.2 | 45.1 | 28.4 | 27.2 | 24 | 22.8 | 69.5 | 91.1 | 41.2 | 6.2 | 99 | 59 | 54.4 | 47.3 | |
2026.04 | 27.4 | 43.2 | 55.7 | 55.3 | 44.4 | 31.2 | 33.4 | 23.7 | 26.2 | 72.5 | 90.3 | 41.9 | 6.6 | 99.5 | 61.7 | 51.6 | 47.8 | |
2026.04 | 27.2 | 40.7 | 52.8 | 55.1 | 45.6 | 29.7 | 27.6 | 23 | 25.4 | 72.5 | 88.9 | 40.4 | 5.6 | 94.5 | 60.8 | 51.5 | 46.3 | |
2026.04 | 26.8 | 33.1 | 49.3 | 42.8 | 27.3 | 18.8 | 33 | 24.2 | 27.1 | 71 | 86.2 | 42.8 | 2.9 | 87 | 56.9 | 54.3 | 42.2 | |
2026.04 | 26.2 | 31.3 | 48.9 | 40 | 26.2 | 19.6 | 33.3 | 24.2 | 27.1 | 73 | 86.6 | 43.3 | 2.3 | 82.9 | 59 | 57.3 | 42.6 | |
2026.04 | 26.1 | 35.2 | 47.5 | 51.6 | 45.6 | 28.1 | 22.9 | 22.5 | 22.8 | 53.5 | 90.1 | 40 | 6.7 | 85 | 57.7 | 48.9 | 42.8 | |
2026.04 | 25.5 | 39.9 | 51.8 | 51.4 | 39.5 | 25.7 | 33.9 | 23.5 | 25.9 | 65.5 | 84 | 37 | 7.8 | 99.5 | 47.4 | 44.8 | 44.6 | |
2026.04 | 25.2 | 31 | 48.4 | 40.4 | 26 | 18.3 | 31.5 | 23.1 | 26.9 | 71 | 86.3 | 42.8 | 3.9 | 85.1 | 54.7 | 53.2 | 41.7 | |
2026.04 | 25.1 | 30.5 | 48.7 | 40.4 | 26.7 | 18.7 | 30.3 | 22 | 26.1 | 70.5 | 85.7 | 42.4 | 3.4 | 70.2 | 53.6 | 51.5 | 40.4 | |
2026.04 | 23.9 | 29 | 47.4 | 40.5 | 23.5 | 18.3 | 30.6 | 21.8 | 26 | 70.5 | 85.9 | 41.5 | 3.5 | 56.5 | 53.2 | 50.4 | 39 | |
2026.04 | 23.7 | 27.3 | 46.3 | 52.3 | 40.8 | 24.2 | 19.2 | 22.6 | 19.2 | 29 | 84.1 | 39 | 8.6 | 97.5 | 57.3 | 56.2 | 40.8 | |
2026.04 | 21 | 28 | 46.5 | 38.4 | 19.5 | 17.5 | 30.8 | 23.3 | 25.8 | 70 | 83.7 | 39.5 | 2.5 | 85 | 49.4 | 48.3 | 39.1 | |
2026.04 | 21 | 25.8 | 42.5 | 18.1 | 20.3 | 16 | 29.5 | 21.7 | 27.1 | 70 | 85.8 | 39.7 | 2.5 | 75.5 | 54.2 | 49.2 | 37.4 | |
2026.04 | 18.3 | 15.1 | 38.3 | 30.4 | 19.2 | 13.8 | 16.5 | 21.4 | 19.9 | 32 | 81.7 | 38.1 | 4 | 59.1 | 49 | 51.8 | 31.8 | |
2026.04 | 18 | 15.2 | 41.5 | 30.7 | 17 | 13.2 | 21.6 | 21.6 | 23.1 | 58 | 85.8 | 40.6 | 2.1 | 41.5 | 51.4 | 47.2 | 33 | |
2026.04 | 17 | 23.2 | 25.7 | 21 | 29.3 | 6.8 | 20.8 | 17.5 | 20.7 | 45.5 | 84.3 | 41.2 | 5 | 71.5 | 59.5 | 47.5 | 33.5 | |
2026.04 | 16.5 | 22.8 | 43.8 | 34.7 | 19.2 | 16.6 | 24.4 | 22 | 24.8 | 70.5 | 81.7 | 38.6 | 3.1 | 35.2 | 36.5 | 38.4 | 33 | |
2026.04 | 14.2 | 12.3 | 26.4 | 23.2 | 14.8 | 10.1 | 17.5 | 19.8 | 19.8 | 51 | 80.5 | 39.9 | 4 | 15.6 | 52 | 45.4 | 27.8 |