Factual Knowledge Editing on CounterFact (indices 0-5000)
99.08SEKASEKA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| SEKAModel=QWEN3-8B2026.03 | 99.08 | — | — | — | — | |
| SEKAModel=QWEN3-4B2026.03 | 99.02 | — | — | — | — | |
| SEKAModel=QWEN3-14B2026.03 | 98.92 | — | — | — | — | |
| SEKAModel=GEMMA3-12B2026.03 | 98.86 | — | — | — | — | |
| SEKAModel=GEMMA3-4B2026.03 | 98.04 | — | — | — | — | |
| AdaSEKAModel=QWEN3-4B2026.03 | — | — | — | 98.9 | 0.24 | |
| AdaSEKAModel=QWEN3-8B2026.03 | — | — | — | 99 | 0.24 | |
| AdaSEKAModel=QWEN3-14B2026.03 | — | — | — | 99 | 0 | |
| AdaSEKAModel=GEMMA3-4B2026.03 | — | — | — | 98.74 | 0.64 | |
| AdaSEKAModel=GEMMA3-12B2026.03 | — | — | — | 92.48 | 6.38 | |
| PRISM-∆Model=QWEN3-4B2026.03 | — | 99.14 | — | — | — | |
| PRISM-∆Model=QWEN3-8B2026.03 | — | 99.24 | — | — | — | |
| PRISM-∆Model=QWEN3-14B2026.03 | — | 99 | — | — | — | |
| PRISM-∆Model=GEMMA3-4B2026.03 | — | 98.1 | — | — | — | |
| PRISM-∆Model=GEMMA3-12B2026.03 | — | 98.86 | — | — | — | |
| PRISM-∆VModel=QWEN3-4B2026.03 | — | — | 98.08 | — | — | |
| PRISM-∆VModel=QWEN3-8B2026.03 | — | — | 98.46 | — | — | |
| PRISM-∆VModel=QWEN3-14B2026.03 | — | — | 98.98 | — | — | |
| PRISM-∆VModel=GEMMA3-4B2026.03 | — | — | 97.68 | — | — | |
| PRISM-∆VModel=GEMMA3-12B2026.03 | — | — | 93.4 | — | — |