Affective Image Manipulation on AIM
0.2216CLIP-TQwen-Image-Edit-2509
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Qwen-Image-Edit-2509Organization=Alibaba, Model Category=Open-source Models2026.04 | 0.2216 | 8.13 | 5.54 | 6.4 | 7.09 | 62.34 | 61.44 | 2.57 | 47.09 | |
| Doubao-Seedream-4.0Organization=ByteDance, Model Category=Commercial proprietary models2026.04 | 0.2211 | 8.28 | 5.53 | 6.97 | 7.06 | 61.55 | 61.49 | 2.54 | 48.94 | |
| Step-1XOrganization=StepFun, Model Category=Open-source Models2026.04 | 0.2202 | 7.52 | 5.43 | 5.89 | 5.63 | 68.84 | 68.87 | 2.63 | 41.17 | |
| Qwen-Image-Edit-2509-LoRAModel Category=Open-source Models2026.04 | 0.2201 | 8.2 | 5.48 | 6.63 | 7.18 | 74.37 | 74.51 | 2.53 | 51.4 | |
| Uniworld V2Organization=PKU, Model Category=Open-source Models2026.04 | 0.2195 | 7.66 | 5.66 | 6.22 | 6.01 | 60.38 | 60.27 | 2.62 | 41.57 | |
| BAGELOrganization=ByteDance, Model Category=Open-source Models2026.04 | 0.2186 | 6.47 | 5.19 | 3.66 | 4.85 | 56 | 55.52 | 2.83 | 28.59 | |
| OmniGen2Organization=BAAI, Model Category=Open-source Models2026.04 | 0.2178 | 6.74 | 5.46 | 5.97 | 4.91 | 54.37 | 54.19 | 2.75 | 32.53 | |
| Flux-kontext-maxOrganization=Black Forest Labs, Model Category=Commercial proprietary models2026.04 | 0.2176 | 7.72 | 5.49 | 6.77 | 5.98 | 57.01 | 56.92 | 2.67 | 41.14 | |
| Doubao-Seededit-3-0-i2iOrganization=ByteDance, Model Category=Commercial proprietary models2026.04 | 0.2175 | 7.85 | 5.42 | 6.02 | 6.03 | 52.73 | 52.63 | 2.65 | 38.79 | |
| Qwen-Image-Edit-PlusOrganization=Alibaba, Model Category=Commercial proprietary models2026.04 | 0.2173 | 7.74 | 5.52 | 6.11 | 6.41 | 58.39 | 58.17 | 2.72 | 40.25 | |
| Flux-kontext-devOrganization=Black Forest Labs, Model Category=Open-source Models2026.04 | 0.2173 | 7.14 | 5.55 | 5.66 | 5.58 | 50.88 | 50.65 | 2.77 | 33.12 | |
| Flux-kontext-proOrganization=Black Forest Labs, Model Category=Commercial proprietary models2026.04 | 0.2159 | 7.52 | 5.45 | 6.77 | 5.7 | 54.77 | 54.03 | 2.73 | 38.25 | |
| DreamOmni2Organization=CUHK, Model Category=Open-source Models2026.04 | 0.212 | 6.02 | 5.42 | 6.11 | 4.45 | 37.88 | 37.47 | 2.88 | 24.47 | |
| IP2POrganization=UCB, Model Category=Open-source Models2026.04 | 0.2079 | 3.69 | 5.23 | 4.62 | 2.51 | 18.38 | 18.26 | 3.39 | 12.11 |