| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| OmniContext SCENE 1.0 (test) | Character Fidelity Score8.9 | 10 | 5mo ago | ||
| OmniContext MULTIPLE 1.0 (test) | Character Score9.07 | 10 | 5mo ago | ||
| OmniRef-Bench | Seedream4.5 | Objective Subject Score0.65 | 9 | 29d ago | |
| User Study 50 samples | Subjective Score8.5 | 8 | 29d ago | ||
| OmniRef-Bench 1.0 (test) | Score8.5 | 8 | 29d ago | ||
| DreamBench++ | Qwen-2511 + Ours | CP (Animal)68 | 7 | 29d ago | |
| MultiBanana | DreamOmni2 | Fidelity (Single Object)6.52 | 4 | 29d ago | |
| MultiRef | DyRef | BBox Score8.71 | 2 | 29d ago | |
| MultiBanana | DyRef | Text Quality Score3.82 | 2 | 29d ago |
