Sequential Knowledge Editing on CounterFact (10,000 Samples)
99.5Efficacy Success
REVIVE
Updated 1mo ago
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
2026.01 | 99.5 | 93.92 | 67.35 | 600.64 | 40.63 | |
2026.01 | 98.89 | 92.28 | 65.72 | 618.66 | 32.74 | |
2026.01 | 98.74 | 90.08 | 60.19 | 615.97 | 32.66 | |
2026.01 | 97.63 | 87.76 | 66.52 | 616.47 | 40.69 | |
2026.01 | 96.51 | 86.76 | 60.8 | 544.18 | 19.33 | |
2026.01 | 96.12 | 84.49 | 64.17 | 592.71 | 37.74 | |
2026.01 | 95.62 | 84.6 | 62.17 | 603.22 | 29.39 | |
2026.01 | 94.96 | 77.27 | 67.78 | 612.76 | 38.69 | |
2026.01 | 94.88 | 89.49 | 64.06 | 608.12 | 40.18 | |
2026.01 | 94.48 | 78.7 | 62.87 | 587.94 | 38.51 | |
2026.01 | 92.69 | 79.95 | 63.09 | 600.13 | 29.28 | |
2026.01 | 92.13 | 76.8 | 56.85 | 581.49 | 31.72 | |
2026.01 | 90.46 | 75.88 | 63.83 | 598.21 | 34.32 | |
2026.01 | 88.95 | 69.69 | 75.46 | 611.35 | 33.31 | |
2026.01 | 86.95 | 81.03 | 64.21 | 583.05 | 35.73 | |
2026.01 | 86.52 | 69.5 | 55.71 | 499.64 | 11.41 | |
2026.01 | 82.99 | 69.2 | 65.6 | 595.69 | 34.05 | |
2026.01 | 82 | 70.9 | 62.82 | 600.99 | 34.55 | |
2026.01 | 80.57 | 69.54 | 54.76 | 570.85 | 28.49 | |
2026.01 | 77.59 | 44.42 | 86.12 | 607.86 | 23.31 | |
2026.01 | 70.56 | 62.42 | 55.94 | 516.26 | 8.74 | |
2026.01 | 69.22 | 54.54 | 69.26 | 596.41 | 28.87 | |
2026.01 | 63.6 | 55.33 | 56.69 | 404.13 | 4.49 | |
2026.01 | 62.48 | 56.9 | 52.31 | 505.5 | 4.25 | |
2026.01 | 62.3 | 55.02 | 48.11 | 522.1 | 4.4 | |
2026.01 | 60.23 | 54.9 | 50.56 | 441.61 | 5.08 | |
2026.01 | 59.98 | 55.72 | 48.56 | 571.27 | 1.89 | |
2026.01 | 57.61 | 54.01 | 52.87 | 596.56 | 6.93 | |
2026.01 | 54.03 | 52.66 | 53.63 | 594.16 | 5.17 | |
2026.01 | 52.92 | 51.47 | 53.91 | 576.95 | 5.14 | |
2026.01 | 21.82 | 24.16 | 78.32 | 626.69 | 31.34 | |
2026.01 | 15.22 | 17.65 | 83.5 | 622.01 | 29.61 | |
2026.01 | 7.02 | 9.44 | 89.73 | 635.47 | 24.24 |