| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| Counterfact | RECT (aligned) | Efficacy99.88 | 81 | 7d ago | |
| ZsRE | AlphaEdit | Efficacy99.74 | 55 | 1mo ago | |
| ZsRE T = 300 | PMET | Efficacy98.8 | 36 | 21d ago | |
| CounterFact T = 300 | MEMIT | Efficacy99.3 | 36 | 21d ago | |
| ZsRE T = 5000 | BetaEdit | Efficacy98.9 | 16 | 21d ago | |
| ZSRE (test) | DAFNet | Reliability99.6 | 14 | 3mo ago | |
| CounterFact T = 5000 | BetaEdit | Efficacy96.6 | 13 | 21d ago | |
| WikiBigEdit (500K edits) | STABLEEDIT | Efficacy74.54 | 12 | 21d ago | |
| ZsRE (T = 10000) | BetaEdit | Efficacy96.6 | 11 | 21d ago | |
| CounterFact full (10K sequential edits) (test) | RLSEdit | Efficacy94.45 | 10 | 3mo ago | |
| CounterFact T = 10000 | BetaEdit | Efficacy86 | 9 | 21d ago | |
| RIPE (test) | DAFNet | Reliability98.7 | 5 | 3mo ago | |
| CounterFact (test) | DAFNet | Reliability96.2 | 5 | 3mo ago | |
| ZsRE 20,000 sequential edits | NSE-REVIVE | Efficiency93.91 | 4 | 3mo ago | |
| Counterfact 20,000 sequential edits | NSE-REVIVE | Efficacy98.5 | 4 | 3mo ago |
