Instruction-guided Image Editing on HumanEdit Add 1.0
0.786Human AvgHuman Avg
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Human Avg2026.02 | 0.786 | — | — | — | — | — | — | — | — | — | — | — | — | |
| Background Consistency2026.02 | — | — | 0.499 | — | — | — | — | — | — | — | — | — | — | |
| Clip Image Norm2026.02 | — | — | — | 0.893 | — | — | — | — | — | — | — | — | — | |
| Clip Text Norm2026.02 | — | — | — | — | 0.612 | — | — | — | — | — | — | — | — | |
| Dino Image Norm2026.02 | — | — | — | — | — | 0.671 | — | — | — | — | — | — | — | |
| L1 Error2026.02 | — | — | — | — | — | — | 0.39 | — | — | — | — | — | — | |
| L2 Error2026.02 | — | — | — | — | — | — | — | 0.323 | — | — | — | — | — | |
| Lpips2026.02 | — | — | — | — | — | — | — | — | 0.55 | — | — | — | — | |
| Mask Lpips2026.02 | — | — | — | — | — | — | — | — | — | 0.55 | — | — | — | |
| Mask Ssim2026.02 | — | — | — | — | — | — | — | — | — | — | 0.499 | — | — | |
| MLLM-as-a-Judgeprompt=Main2026.02 | — | 0.799 | — | — | — | — | — | — | — | — | — | — | — | |
| Psnr2026.02 | — | — | — | — | — | — | — | — | — | — | — | 0.485 | — | |
| Ssim2026.02 | — | — | — | — | — | — | — | — | — | — | — | — | 0.499 |