Instructional Image Editing on CV-Arena
1,187Elo RatingQwen Image Edit
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Qwen Image EditEvaluation Setting=Human Only2026.05 | 1,187 | 31 | |
| nano bananaEvaluation Setting=EditReward Only2026.05 | 1,186 | 31 | |
| SuperEditEvaluation Setting=Human Only2026.05 | 1,169 | 46 | |
| nano banana proEvaluation Setting=Human Only2026.05 | 1,151 | 75 | |
| CV-AgentEvaluation Setting=Active Elo (Ours)2026.05 | 1,145 | 50 | |
| nano banana proEvaluation Setting=EditReward Only2026.05 | 1,141 | 35 | |
| UniWorld v1Evaluation Setting=Human Only2026.05 | 1,133 | 30 | |
| Step1X EditEvaluation Setting=EditReward Only2026.05 | 1,129 | 28 | |
| nano banana proEvaluation Setting=Active Elo (Ours)2026.05 | 1,127 | 48 | |
| CV-AgentEvaluation Setting=Human Only2026.05 | 1,116 | 82 | |
| ManusEvaluation Setting=Active Elo (Ours)2026.05 | 1,109 | 26 | |
| CV-AgentEvaluation Setting=EditReward Only2026.05 | 1,102 | 33 | |
| Step1X EditEvaluation Setting=CV-Judge Only2026.05 | 1,095 | 24 | |
| gpt-image-1.5Evaluation Setting=Active Elo (Ours)2026.05 | 1,091 | 42 | |
| ICEditEvaluation Setting=CV-Judge Only2026.05 | 1,075 | 35 | |
| seeddream4.5Evaluation Setting=Active Elo (Ours)2026.05 | 1,073 | 39 | |
| MagicBrushEvaluation Setting=EditReward Only2026.05 | 1,067 | 28 | |
| gpt-image-1.5Evaluation Setting=CV-Judge Only2026.05 | 1,054 | 24 | |
| nano banana proEvaluation Setting=CV-Judge Only2026.05 | 1,034 | 38 | |
| Flux2Evaluation Setting=CV-Judge Only2026.05 | 1,014 | 26 |