Image Editing on UGC-Edit (test)
0.6254CLIP SimilarityPhotoAgent
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| PhotoAgent2026.02 | 0.6254 | 0.4079 | 0.6217 | 0.5134 | 4.176 | |
| InstructPix2Pix2026.02 | 0.6123 | 0.3824 | 0.6976 | 0.4826 | 3.428 | |
| SDXL2026.02 | 0.6079 | 0.3801 | 0.7189 | 0.4944 | 3.277 | |
| ReActPlanning Strategy=Open-loop2026.02 | 0.6059 | 0.3872 | 0.6485 | 0.4989 | 3.175 | |
| Flux.1 Kontext2026.02 | 0.6037 | 0.3971 | 0.6831 | 0.4973 | 3.561 | |
| ReActPlanning Strategy=Closed-loop2026.02 | 0.6027 | 0.3962 | 0.6422 | 0.5011 | 3.258 | |
| GPT-4o2026.02 | 0.6015 | 0.4115 | 0.7215 | 0.5131 | 4.21 | |
| HuggingGPT2026.02 | 0.6006 | 0.3993 | 0.6992 | 0.4921 | 3.42 |