Image-to-Image Editing on ImagenHub Instruction-image pairs
88.42VQA AccuracyUVR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| UVREvaluation protocol=undesired outputs (u)2026.06 | 88.42 | 24.21 | |
| SLDEvaluation protocol=safe outputs (s)2026.06 | 85.76 | 26.15 | |
| UVREvaluation protocol=safe outputs (s)2026.06 | 85.15 | 25.85 | |
| FLUX.1-kontextEvaluation protocol=safe outputs (s)2026.06 | 85.14 | 25.89 | |
| ESDEvaluation protocol=safe outputs (s)2026.06 | 84.97 | 25.87 | |
| DESEvaluation protocol=safe outputs (s)2026.06 | 84.92 | 25.85 | |
| ESDEvaluation protocol=undesired outputs (u)2026.06 | 84.8 | 24.84 | |
| UCEEvaluation protocol=safe outputs (s)2026.06 | 84.5 | 25.68 | |
| EAEvaluation protocol=safe outputs (s)2026.06 | 83.96 | 25.74 | |
| SLDEvaluation protocol=undesired outputs (u)2026.06 | 83.88 | 24.27 | |
| DESEvaluation protocol=undesired outputs (u)2026.06 | 83.84 | 24.24 | |
| UCEEvaluation protocol=undesired outputs (u)2026.06 | 82.95 | 24.17 | |
| EAEvaluation protocol=undesired outputs (u)2026.06 | 82.82 | 24.19 | |
| FLUX.1-kontextEvaluation protocol=undesired outputs (u)2026.06 | 81.79 | 23.67 |