| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ZsRE sequential editing 10,000 Samples | REVIVE | Efficacy Success (Eff)97.8 | 33 | 1mo ago | |
| CounterFact sequential editing 10,000 Samples | REVIVE | Efficacy Success99.5 | 33 | 1mo ago | |
| ZsRE | DeltaEdit | Efficacy95.26 | 26 | 17d ago | |
| CounterFact larger | DeltaEdit | Efficacy98.97 | 14 | 17d ago | |
| CounterFact top | DeltaEdit | Efficacy93.87 | 14 | 17d ago | |
| CounterFact | Efficacy100 | 10 | 1mo ago | ||
| MQuAKE | D4S | Efficacy97.4 | 8 | 1mo ago | |
| MMEdit VQA 20-step 1.0 (test) | UniKE | Rel.88.9 | 6 | 1mo ago | |
| MMEdit VQA | UniKE | Rel.88.9 | 6 | 1mo ago | |
| Editing Image Caption (E-IC) T=10 steps | WISE+ODEdit | Relational Score84.64 | 4 | 1mo ago | |
| Editing Image Caption (E-IC) T=5 steps | WISE+ODEdit | Relational Score86.53 | 4 | 1mo ago | |
| Editing VQA (E-VQA) T=10 steps | UniKE+ODEdit | Rel. Score89.79 | 4 | 1mo ago | |
| Editing VQA (E-VQA) T=5 steps | UniKE+ODEdit | Relational Accuracy (Rel.)92.63 | 4 | 1mo ago |
