Text-guided Image Editing on Analysis-by-Proxy curated n=200 samples (test)
0.07LPIPSNorm-AVG
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Norm-AVG2026.07 | 0.07 | 0.0065 | 2.805 | 2.67 | 3.425 | |
| Analysis-by-Proxy (Ours)2026.07 | 0.0794 | 0.007 | 3.255 | 3.33 | 3.55 | |
| Full description2026.07 | 0.0818 | 0.008 | 3.205 | 3.2 | 3.415 | |
| Qwen Image Edit2026.07 | 0.1191 | 0.0122 | 3.145 | 3.225 | 3.145 | |
| FLUX.2 dev2026.07 | 0.1377 | 0.0172 | 2.61 | 2.665 | 2.36 | |
| Flux kontext2026.07 | 0.1847 | 0.0248 | 2.105 | 2.585 | 2.085 | |
| Fibo edit2026.07 | 0.256 | 0.0181 | 2.51 | 2.46 | 2.12 |