| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| ImgEdit Bench 1.0 (test) | Add Score4.62 | 37 | 4mo ago | ||
| InstructPE (test) | DiffChat | PickScore19.836 | 36 | 4mo ago | |
| KRIS Bench 38 (test) | Factual Score79.8 | 27 | 4mo ago | ||
| RISEBench 49 (test) | Reasoning62.8 | 27 | 4mo ago | ||
| GEdit-Bench-EN (test) | UniWorld-V2 | G_SC Score8.39 | 22 | 2mo ago | |
| GroundEdit-Bench | Color Change (EGA)86 | 19 | 4mo ago | ||
| Reason50K Total | ReasonBrain | CLIP Score0.259 | 16 | 2mo ago | |
| Reason50K Story Reasoning | ReasonBrain | CLIP Score30.1 | 16 | 2mo ago | |
| Reason50K Causal Reasoning | ReasonBrain | CLIP Score0.282 | 16 | 2mo ago | |
| Reason50K Temporal Reasoning | SmartFreeEdit | CLIP Score0.268 | 16 | 2mo ago | |
| Reason50K Physical Reasoning | ReasonBrain | CLIP Score0.186 | 16 | 2mo ago | |
| EdiVal Turn 3 | EdiVal-VQ6.56 | 16 | 4mo ago | ||
| EdiVal (Turn 2) | EdiVal-VQ Score6.59 | 16 | 4mo ago | ||
| EdiVal (Turn 1) | EdiVal-VQ Score6.65 | 16 | 4mo ago | ||
| ImgEdit-Bench | Add4.63 | 14 | 1mo ago | ||
| SmartEdit Reasoning | COEDITOR++ | PSNR41.061 | 14 | 4mo ago | |
| SmartEdit Understanding | COEDITOR++ | PSNR35.89 | 14 | 4mo ago | |
| GEditBench English v1 | UniWorld-V2 | G_SC8.29 | 14 | 4mo ago | |
| ImgEdit 75 | Z-Image | Add Score4.4 | 13 | 4mo ago | |
| EmuEdit-bench (test) | Kontext | CLIP-src Score0.9091 | 13 | 4mo ago | |
| GenSpace | SpatialFusion | Camera Score64.8 | 12 | 2mo ago | |
| GEdit-bench (test) | TAG-MoE | CLIP Score (Source)92.38 | 12 | 4mo ago | |
| 50 User-study samples | L Score0 | 11 | 1mo ago | ||
| ImgEdit | Add Score4.85 | 11 | 2mo ago | ||
| GEdit-Bench EN | SpatialFusion | SC Score7.92 | 11 | 2mo ago |
