Instruction-based Image Editing on SmartEdit Understanding
35.89PSNRCOEDITOR++
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| COEDITOR++Reflective Self-Selection=True2026.01 | 35.89 | 0.987 | 0.011 | 24.468 | 93.9 | |
| COEDITOR++Reflective Self-Selection=False2026.01 | 35.644 | 0.984 | 0.014 | 23.868 | 87 | |
| INSIGHT-EDIT2026.01 | 24.503 | 0.76 | 0.054 | 24.421 | — | |
| NANO BANANA PRO2026.01 | 23.678 | 0.875 | 0.063 | 24.702 | 99.2 | |
| NANO BANANA2026.01 | 23.083 | 0.795 | 0.063 | 24.194 | 96.9 | |
| OMNIGEN2026.01 | 22.931 | 0.804 | 0.068 | 24.383 | 89.3 | |
| SMARTEDIT-13B2026.01 | 22.801 | 0.743 | 0.074 | 23.479 | 80.9 | |
| SEED-X2026.01 | 19.642 | 0.776 | 0.133 | 19.482 | 20.6 | |
| ICEDIT2026.01 | 19.556 | 0.783 | 0.116 | 20.412 | 38.2 | |
| QWEN-IMAGE-EDIT2026.01 | 19.414 | 0.747 | 0.143 | 25.43 | 80.9 | |
| INSTRUCTDIFFUSION2026.01 | 16.486 | 0.643 | 0.189 | 23.683 | 60.3 | |
| INSTRUCTPIX2PIX2026.01 | 16.187 | 0.639 | 0.204 | 24.151 | 52.8 | |
| MAGICBRUSH2026.01 | 16.182 | 0.661 | 0.177 | 24.194 | 51.2 | |
| GPT-4O2026.01 | 15.303 | 0.496 | 0.208 | 23.858 | 97.7 |