Knowledge Editing on ZSRE
97.62Generality
JNO
Updated 1d ago
Evaluation Results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.06 | 97.62 | - | - | - | - | - | - | 98.31 | 31.24 | - | - | - | - | |
2026.03 | 97.37 | - | - | - | - | - | - | 99.82 | 29.43 | - | - | - | - | |
2026.02 | 97.36 | - | - | - | - | - | - | 99.65 | 28.31 | - | - | - | - | |
2026.02 | 96.4 | - | - | - | - | - | - | 99.18 | 27.99 | - | - | - | - | |
2026.02 | 96.35 | - | - | - | - | - | - | 99.18 | 28.06 | - | - | - | - | |
2026.06 | 96.31 | - | - | - | - | - | - | 99.75 | 28.77 | - | - | - | - | |
2026.06 | 96.28 | - | - | - | - | - | - | 99.73 | 28.36 | - | - | - | - | |
2025.06 | 96.2 | - | - | - | - | - | - | 93.9 | 26.8 | - | - | - | - | |
2026.06 | 96.19 | - | - | - | - | - | - | 97.93 | 32.46 | - | - | - | - | |
2026.06 | 96.05 | - | - | - | - | - | - | 99.58 | 28.42 | - | - | - | - | |
2026.02 | 95.95 | - | - | - | - | - | - | 99.77 | 28.37 | - | - | - | - | |
2026.06 | 95.85 | - | - | - | - | - | - | 99.64 | 27.96 | - | - | - | - | |
2026.03 | 95.84 | - | - | - | - | - | - | 99.56 | 28.31 | - | - | - | - | |
2026.06 | 95.61 | - | - | - | - | - | - | 99.17 | 27.52 | - | - | - | - | |
2026.06 | 95.13 | - | - | - | - | - | - | 99.72 | 26.36 | - | - | - | - | |
2026.06 | 94.81 | - | - | - | - | - | - | 97.12 | 35.63 | - | - | - | - | |
2026.06 | 94.57 | - | - | - | - | - | - | 98.85 | 30.41 | - | - | - | - | |
2026.06 | 94.26 | - | - | - | - | - | - | 97.94 | 30.13 | - | - | - | - | |
2025.06 | 94.2 | - | - | - | - | - | - | 99.9 | 26.9 | - | - | - | - | |
2026.06 | 94.13 | - | - | - | - | - | - | 98.92 | 29.72 | - | - | - | - | |
2026.06 | 93.83 | - | - | - | - | - | - | 98.78 | 30.06 | - | - | - | - | |
2026.06 | 93.75 | - | - | - | - | - | - | 98.6 | 30.54 | - | - | - | - | |
2026.03 | 93.64 | - | - | - | - | - | - | 99.45 | 28.41 | - | - | - | - | |
2026.03 | 93.52 | - | - | - | - | - | - | 96.85 | 31.42 | - | - | - | - | |
2026.06 | 93.12 | - | - | - | - | - | - | 97.89 | 33.15 | - | - | - | - | |
2026.06 | 92.94 | - | - | - | - | - | - | 97.78 | 28.36 | - | - | - | - | |
2026.06 | 92.91 | - | - | - | - | - | - | 98.11 | 32.95 | - | - | - | - | |
2026.03 | 92.45 | - | - | - | - | - | - | 96.84 | 33.12 | - | - | - | - | |
2026.06 | 92.18 | - | - | - | - | - | - | 97.48 | 32.72 | - | - | - | - | |
2026.06 | 91.93 | - | - | - | - | - | - | 97.62 | 33.84 | - | - | - | - | |
2026.03 | 91.85 | - | - | - | - | - | - | 95.82 | 32.1 | - | - | - | - | |
2026.03 | 91.75 | - | - | - | - | - | - | 96.18 | 28.25 | - | - | - | - | |
2026.06 | 91.72 | - | - | - | - | - | - | 97.23 | 31.52 | - | - | - | - | |
2026.02 | 91.36 | - | - | - | - | - | - | 98.2 | 25.87 | - | - | - | - | |
2026.06 | 91.36 | - | - | - | - | - | - | 96.18 | 28.02 | - | - | - | - | |
2026.03 | 91.26 | - | - | - | - | - | - | 98.12 | 27.23 | - | - | - | - | |
2026.02 | 90.71 | - | - | - | - | - | - | 94.53 | 33.27 | - | - | - | - | |
2026.02 | 90.42 | - | - | - | - | - | - | 93.71 | 32.84 | - | - | - | - | |
2026.06 | 90.24 | - | - | - | - | - | - | 94.04 | 31.06 | - | - | - | - | |
2026.02 | 90.08 | - | - | - | - | - | - | 97.33 | 25.92 | - | - | - | - | |
2026.02 | 90.02 | - | - | - | - | - | - | 92.85 | 32.92 | - | - | - | - | |
2026.02 | 89.96 | - | - | - | - | - | - | 93.25 | 32.83 | - | - | - | - | |
2026.06 | 89.13 | - | - | - | - | - | - | 93.73 | 28.59 | - | - | - | - | |
2026.03 | 88.75 | - | - | - | - | - | - | 97.42 | 26.58 | - | - | - | - | |
2026.03 | 88.35 | - | - | - | - | - | - | 94.27 | 32.65 | - | - | - | - | |
2026.06 | 87.58 | - | - | - | - | - | - | 93.54 | 36.18 | - | - | - | - | |
2025.06 | 87.5 | - | - | - | - | - | - | 99.8 | 26.9 | - | - | - | - | |
2026.06 | 87.42 | - | - | - | - | - | - | 97.63 | 23.46 | - | - | - | - | |
2025.05 | 86.43 | - | - | - | - | - | - | 91.69 | 23.37 | - | - | - | - | |
2026.06 | 86.31 | - | - | - | - | - | - | 93.26 | 34.28 | - | - | - | - | |
2026.06 | 85.36 | - | - | - | - | - | - | 98.61 | 22.83 | - | - | - | - | |
2026.06 | 85.25 | - | - | - | - | - | - | 98.44 | 23.06 | - | - | - | - | |
2026.06 | 85.12 | - | - | - | - | - | - | 94.38 | 35.04 | - | - | - | - | |
2026.06 | 85.04 | - | - | - | - | - | - | 98.12 | 22.81 | - | - | - | - | |
2026.06 | 85.01 | - | - | - | - | - | - | 94.22 | 35.19 | - | - | - | - | |
2026.02 | 84.92 | - | - | - | - | - | - | 89.03 | 26.99 | - | - | - | - | |
2025.05 | 84.8 | - | - | - | - | - | - | 91.03 | 41.2 | - | - | - | - | |
2026.03 | 83.65 | - | - | - | - | - | - | 93.52 | 25.85 | - | - | - | - | |
2025.05 | 82.79 | - | - | - | - | - | - | 84.7 | 38.26 | - | - | - | - | |
2026.03 | 82.35 | - | - | - | - | - | - | 87.41 | 32.18 | - | - | - | - | |
2025.05 | 81.34 | - | - | - | - | - | - | 89.47 | 15.7 | - | - | - | - | |
2025.05 | 81.34 | - | - | - | - | - | - | 85.68 | 42.39 | - | - | - | - | |
2026.02 | 81.26 | - | - | - | - | - | - | 88.32 | 25.42 | - | - | - | - | |
2025.05 | 81.15 | - | - | - | - | - | - | 92.38 | 36.71 | - | - | - | - | |
2026.02 | 80.32 | - | - | - | - | - | - | 86.79 | 26.32 | - | - | - | - | |
2025.05 | 77.08 | - | - | - | - | - | - | 82.03 | 45.51 | - | - | - | - | |
2026.03 | 75.28 | - | - | - | - | - | - | 83.45 | 24.93 | - | - | - | - | |
2025.05 | 74.72 | - | - | - | - | - | - | 78.39 | 49.27 | - | - | - | - | |
2025.05 | 74.58 | - | - | - | - | - | - | 87.09 | 15.9 | - | - | - | - | |
2025.05 | 73.95 | - | - | - | - | - | - | 83.05 | 23.85 | - | - | - | - | |
2025.05 | 73.66 | - | - | - | - | - | - | 84.61 | 23.04 | - | - | - | - | |
2026.03 | 72.45 | - | - | - | - | - | - | 79.58 | 26.12 | - | - | - | - | |
2025.05 | 71.76 | - | - | - | - | - | - | 78.4 | 39.21 | - | - | - | - | |
2025.05 | 71.4 | - | - | - | - | - | - | 77.29 | 16.54 | - | - | - | - | |
2025.06 | 71 | - | - | - | - | - | - | 87.1 | 26.9 | - | - | - | - | |
2025.05 | 70.02 | - | - | - | - | - | - | 87.27 | 39.87 | - | - | - | - | |
2025.05 | 69.22 | - | - | - | - | - | - | 76.97 | 38.47 | - | - | - | - | |
2025.05 | 68.93 | - | - | - | - | - | - | 82.93 | 33.64 | - | - | - | - | |
2026.05 | 67.26 | - | - | - | - | - | - | 75.29 | 43.18 | - | - | - | 61.91 | |
2026.06 | 65.12 | - | - | - | - | - | - | 67.28 | 25.36 | - | - | - | - | |
2026.06 | 64.18 | - | - | - | - | - | - | 72.36 | 29.42 | - | - | - | - | |
2025.05 | 64.06 | - | - | - | - | - | - | 76.63 | 15.57 | - | - | - | - | |
2026.05 | 63.93 | - | - | - | - | - | - | 72.6 | 42.67 | - | - | - | 59.73 | |
2026.06 | 63.9 | - | - | - | - | - | - | 65.44 | 24.77 | - | - | - | - | |
2026.06 | 63.75 | - | - | - | - | - | - | 78.64 | 18.92 | - | - | - | - | |
2025.05 | 63.66 | - | - | - | - | - | - | 80.27 | 15.32 | - | - | - | - | |
2025.05 | 62.72 | - | - | - | - | - | - | 68.52 | 39.35 | - | - | - | - | |
2026.02 | 61.92 | - | - | - | - | - | - | 67.06 | 27.68 | - | - | - | - | |
2025.05 | 60.69 | - | - | - | - | - | - | 69.73 | 35.34 | - | - | - | - | |
2026.05 | 60.03 | - | - | - | - | - | - | 66.42 | 37.11 | - | - | - | 54.52 | |
2026.05 | 59.15 | - | - | - | - | - | - | 68.42 | 33.23 | - | - | - | 53.6 | |
2024.05 | 57.6 | 60 | 88 | 68.5 | - | - | - | - | - | - | - | - | - | |
2025.05 | 57.09 | - | - | - | - | - | - | 73.41 | 34.87 | - | - | - | - | |
2025.05 | 57.01 | - | - | - | - | - | - | 64.01 | 40.82 | - | - | - | - | |
2025.05 | 56.36 | - | - | - | - | - | - | 58.47 | 24.64 | - | - | - | - | |
2026.05 | 54.89 | - | - | - | - | - | - | 61.39 | 40.93 | - | - | - | 52.4 | |
2024.05 | 54.6 | 56.8 | 54.9 | 55.4 | - | - | - | - | - | - | - | - | - | |
2024.05 | 53.9 | 57.2 | 29.9 | 47 | - | - | - | - | - | - | - | - | - | |
2026.03 | 52.71 | - | - | - | - | - | - | 55.62 | 13.34 | - | - | - | - | |
2026.06 | 51.82 | - | - | - | - | - | - | 54.88 | 8.45 | - | - | - | - |
Showing 100 of 316 rows