Panoramic Image Editing on PEBench (test)
45.25FIDWorld-Shaper
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| World-Shaper2026.01 | 45.25 | 19.62 | 8.15 | 7.87 | 8.01 | 1.19 | 1.26 | 1.34 | |
| Nano Banana Proproprietary=true2026.01 | 51.1 | 16.74 | 5.88 | 5.41 | 5.64 | 2.37 | 3.41 | 2.18 | |
| Kontext2026.01 | 60.18 | 13.05 | 3.62 | 4.03 | 2.77 | 7.23 | 6.94 | 7.52 | |
| Omni22026.01 | 61.15 | 16.65 | 5.86 | 5.36 | 5.6 | 5.05 | 5.22 | 5.09 | |
| Qwen2026.01 | 65.42 | 14.57 | 5.91 | 5.42 | 5.66 | 4.58 | 2.83 | 3.31 | |
| OmniGen22026.01 | 66.53 | 13.24 | 5.98 | 5.11 | 5.53 | 3.14 | 4.15 | 3.76 | |
| Step1X-Edit2026.01 | 78.69 | 11.93 | 5.41 | 5.48 | 5.44 | 5.77 | 5.34 | 8.02 | |
| IC-Edit2026.01 | 84.83 | 16.21 | 5.74 | 5.23 | 5.48 | 6.76 | 7.07 | 4.95 | |
| GPT-5proprietary=true2026.01 | 92.37 | 12.92 | 2.53 | 4.91 | 2.73 | 8.91 | 8.78 | 8.83 |