Long-context Memory Evaluation on LongMemEval
95.6Average Score
Chronos High
Updated 8d ago
Evaluation Results
| Method | Links | |||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 95.6 | 100 | 100 | 95.5 | 88.72 | 100 | 98.57 | - | - | - | - | |
2026.03 | 92.8 | 90 | 96.4 | 94 | 87.2 | 94.9 | 97.1 | - | - | - | - | |
2026.03 | 92.6 | - | - | - | - | - | - | - | - | - | - | |
2026.03 | 91.4 | 80 | 96.4 | 91 | 87.2 | 94.9 | 97.1 | - | - | - | - | |
2026.02 | 87.4 | 83.3 | 78.6 | 89.5 | 78.2 | 97.4 | 98.6 | - | - | - | - | |
2026.03 | 85.2 | 70 | 98.2 | 82 | 76.7 | 89.7 | 98.6 | - | - | - | - | |
2026.02 | 83.8 | 76.7 | 76.8 | 84.2 | 73.7 | 96.2 | 97.1 | - | - | - | - | |
2026.04 | 83 | 93.33 | 85.71 | 77.44 | 73.68 | 89.74 | 97.14 | - | - | - | 2,800 | |
2026.04 | 83 | 90 | 73.21 | 84.21 | 73.68 | 91.03 | 94.29 | - | - | - | 922 | |
2026.04 | 80.2 | 90 | 75 | 75.9 | 75.18 | 82.05 | 95.71 | - | - | - | 1,166 | |
2026.04 | 80 | 90 | 69.64 | 78.19 | 71.42 | 85.8 | 97.1 | - | - | - | 963 | |
2026.01 | 77.8 | 96.7 | 67.9 | 77.4 | 70.7 | 74.3 | 95.7 | - | - | - | - | |
2026.04 | 77.8 | 96.67 | 67.86 | 77.44 | 70.67 | 74.26 | 95.71 | - | - | - | 1,400 | |
2026.02 | 74.6 | 86.7 | 92.9 | 72.2 | 55.6 | 79.5 | 90 | - | - | - | - | |
2026.01 | 72.4 | 80.1 | 23.2 | 75.9 | 66.9 | 89.7 | 92.9 | - | - | - | - | |
2026.04 | 72.4 | 80 | 23.21 | 75.93 | 66.91 | 89.74 | 92.85 | - | - | - | 1,541 | |
2026.01 | 71.9 | 94.16 | 38.14 | 69.6 | 69.24 | 79.18 | 90.7 | - | - | - | - | |
2026.01 | 69.08 | 66.12 | 25.64 | 66.28 | 75.5 | 77.76 | 90.28 | - | - | - | - | |
2026.01 | 67.6 | 100 | 76.8 | 59.4 | 52.6 | 70.5 | 87.1 | - | - | - | - | |
2026.01 | 67.5 | 91.67 | 32.56 | 64.22 | 62.86 | 75.76 | 90.57 | - | - | - | - | |
2026.01 | 66.4 | 90 | 26.8 | 72.2 | 63.2 | 66.7 | 82.9 | - | - | - | - | |
2026.04 | 66.4 | 90 | 26.78 | 72.18 | 63.15 | 66.67 | 82.86 | - | - | - | 1,066 | |
2026.01 | 66.17 | 70.24 | 22.36 | 52.52 | 75.31 | 76.92 | 90.36 | - | - | - | - | |
2026.02 | 65.6 | 16.7 | 98.2 | 60.2 | 51.1 | 76.9 | 85.7 | - | - | - | - | |
2026.01 | 63.8 | 53.3 | 75 | 54.1 | 47.4 | 74.4 | 92.9 | - | - | - | - | |
2026.04 | 63.8 | 53.3 | 75 | 54.1 | 47.4 | 74.4 | 92.9 | - | - | - | 1,600 | |
2026.01 | 62.88 | 41.67 | 86.05 | 51.38 | 52.38 | 72.73 | 85.85 | - | - | - | - | |
2026.01 | 62.88 | 32.5 | 88.64 | 57.45 | 56.72 | 73.56 | 84.29 | - | - | - | - | |
2026.01 | 62.75 | 50 | 83.72 | 55.05 | 51.43 | 62.12 | 90.57 | - | - | - | - | |
2026.01 | 62.25 | 75 | 88.37 | 49.54 | 46.67 | 66.67 | 86.79 | - | - | - | - | |
2026.01 | 60.5 | 58.33 | 90.7 | 47.71 | 48.57 | 62.12 | 84.91 | - | - | - | - | |
2026.01 | 58.4 | 89.9 | 58.9 | 44.4 | 52.6 | 55.1 | 85.7 | - | - | - | - | |
2026.01 | 55.3 | 62.5 | 81.4 | 36.45 | 38.46 | 72.31 | 81.13 | - | - | - | - | |
2026.01 | 54.8 | 50 | 87.5 | 33.08 | 36.09 | 76.92 | 82.86 | - | - | - | - | |
2026.01 | 54.62 | 38.33 | 89.29 | 35.88 | 34.15 | 77.18 | 81.43 | - | - | - | - | |
2026.01 | 51.5 | 62.5 | 88.37 | 27.52 | 34.29 | 66.67 | 81.13 | - | - | - | - | |
2026.01 | 47.25 | 62.5 | 83.72 | 26.61 | 15.24 | 71.21 | 86.79 | - | - | - | - | |
2026.01 | 46.75 | 29.17 | 79.07 | 28.44 | 37.14 | 59.09 | 69.81 | - | - | - | - | |
2026.01 | 43.5 | 53.3 | 63.6 | 25.6 | 30.1 | 52.6 | 72.9 | - | - | - | - | |
2026.04 | 43.49 | 53.33 | 63.63 | 25.56 | 30.07 | 52.56 | 72.85 | - | - | - | - | |
2026.04 | 38.79 | - | - | 43.53 | 23.14 | 29.22 | - | 67.38 | 69.34 | 14.58 | - | |
2026.01 | 38.75 | 33.33 | 72.09 | 22.02 | 21.9 | 57.58 | 58.49 | - | - | - | - | |
2026.01 | 38.4 | 76.7 | 19.6 | 17.3 | 42.1 | 41 | 67.1 | - | - | - | - | |
2026.04 | 38.4 | 76.67 | 19.64 | 17.29 | 42.1 | 41.02 | 67.14 | - | - | - | 523 | |
2026.04 | 36.92 | - | - | 41.49 | 21.96 | 29.97 | - | 68.48 | 57.79 | 9.5 | - | |
2026.04 | 32.5 | - | - | 30.62 | 19.35 | 26.34 | - | 56.85 | 61.32 | 12.4 | - | |
2026.04 | 32.48 | - | - | 33.99 | 22.81 | 21.34 | - | 65.48 | 49.4 | 12.17 | - | |
2026.04 | 32.46 | - | - | 41.28 | 23.02 | 28.86 | - | 56.51 | 32.35 | 11.44 | - | |
2026.04 | 30.66 | - | - | 40.43 | 24.42 | 29.16 | - | 53.21 | 18.18 | 10.23 | - | |
2026.04 | 29.16 | - | - | 28.09 | 18.61 | 21.65 | - | 52.82 | 52.26 | 13.61 | - | |
2026.04 | 27.65 | - | - | 31.51 | 19.41 | 17.8 | - | 46.28 | 49.31 | 13.96 | - | |
2026.04 | 25.53 | - | - | 25.59 | 16.61 | 19.37 | - | 46.75 | 43.21 | 9.76 | - |