Knowledge Editing
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Knowledge Editing | Knowledge Editing Aggregate Performance | Average EM88.57 | 15 | |
| Knowledge Editing | Knowledge Editing Locality | Metric T100 | 15 | |
| Knowledge Editing | Knowledge Editing (Generality) | T-EM99.38 | 15 | |
| Knowledge Editing | Knowledge Editing Reliability | Target-based EM99.72 | 15 | |
| Knowledge Editing | Knowledge Editing (Edit on English, Test on Chinese) 1.0 (ZH) | Reliability80.23 | 7 | |
| Knowledge Editing | Knowledge Editing Edit on English, Test on Russian 1.0 (RU) | Reliability84.28 | 7 | |
| Knowledge Editing | Knowledge Editing Edit on English, Test on German 1.0 (DE) | Reliability90.45 | 7 | |
| Knowledge Editing | Knowledge Editing Edit on English, Test on Czech 1.0 (CS) | Reliability87.61 | 7 | |
| Knowledge Editing | Knowledge Editing Edit on English, Test on English 1.0 | Reliability100 | 7 | |
| Knowledge Editing | Knowledge Editing MMLU ScienceQA GSM8K (held-out) | Edit Success89.2 | 3 | |
| Knowledge Editing | Knowledge Editing Edit on Chinese, Test on English | Reliability45.76 | 3 |
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