Motion Image Editing on MOTIONEDIT-BENCH (test)
4.72Overall ScoreQwen-Image-Edit
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Qwen-Image-EditApplied MotionNFT=true2025.12 | 4.72 | 4.79 | 4.63 | 4.74 | 57.23 | 73.67 | |
| Qwen-Image-EditApplied MotionNFT=false2025.12 | 4.65 | 4.7 | 4.59 | 4.66 | 56.46 | 72.8 | |
| FLUX.1 Kontext [Dev]Applied MotionNFT=true2025.12 | 4.25 | 4.33 | 4.16 | 4.25 | 55.45 | 64.95 | |
| BAGEL2025.12 | 4.1 | 4.24 | 4.01 | 4.06 | 51.83 | 61.46 | |
| Step1X-Edit2025.12 | 4.02 | 4.04 | 3.99 | 4.02 | 52.98 | 61.14 | |
| FLUX.1 Kontext [Dev]Applied MotionNFT=false2025.12 | 3.84 | 3.89 | 3.79 | 3.83 | 53.73 | 57.71 | |
| UniWorld-V12025.12 | 2.87 | 2.96 | 2.76 | 2.88 | 55.37 | 41.14 | |
| UltraEdit2025.12 | 2.42 | 1.88 | 2.09 | 2.13 | 47.18 | 28.33 | |
| MagicBrush2025.12 | 1.5 | 1.58 | 1.47 | 1.44 | 44.24 | 19.51 | |
| AnyEdit2025.12 | 1.31 | 1.32 | 1.32 | 1.3 | 35.11 | 16.88 | |
| Instruct-P2P2025.12 | 1.3 | 1.32 | 1.29 | 1.29 | 34.15 | 16.09 |