Instruction-based Image Editing on EmuEdit-bench (test)
0.9091CLIP-src ScoreKontext
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| KontextSetting=zero-shot2026.01 | 0.9091 | 0.3093 | 0.741 | |
| TAG-MoESetting=zero-shot2026.01 | 0.9054 | 0.3152 | 0.9284 | |
| DreamOmni2Setting=zero-shot2026.01 | 0.9035 | 0.3096 | 0.6997 | |
| OmniGen2Setting=zero-shot2026.01 | 0.8932 | 0.3087 | 0.5978 | |
| ICEditSetting=zero-shot2026.01 | 0.8912 | 0.3026 | 0.3609 | |
| EmuEditSetting=zero-shot2026.01 | 0.8854 | 0.3098 | 0.6253 | |
| Step1X-EditSetting=zero-shot2026.01 | 0.8845 | 0.3119 | 0.7893 | |
| Qwen-EditSetting=zero-shot2026.01 | 0.8832 | 0.3159 | 0.9174 | |
| UltraEditSetting=zero-shot2026.01 | 0.8625 | 0.3075 | 0.3609 | |
| InsP2PSetting=zero-shot2026.01 | 0.8589 | 0.2919 | 0.2507 | |
| BAGELSetting=zero-shot2026.01 | 0.8565 | 0.3129 | 0.7989 | |
| MagicBrushSetting=zero-shot2026.01 | 0.8552 | 0.2951 | 0.4573 | |
| ACE++Setting=zero-shot2026.01 | 0.8367 | 0.2385 | 0.0606 |