Visual-page conditioned generation on Simple-V2V Bench
79Text Alignment ScoreSeedream 5.0 Lite
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Seedream 5.0 LiteOutput Modality=Image2026.05 | 79 | 68.7 | 74.7 | 88.8 | 48.7 | 16.8 | 32.4 | 58.4 | |
| GPT Image 2Output Modality=Image2026.05 | 78.3 | 92.4 | 75.8 | 91.8 | 60.3 | 20 | 34 | 64.7 | |
| Nano Banana 2Output Modality=Image2026.05 | 59.2 | 69.7 | 78 | 67.1 | 44.7 | 19.1 | 22.3 | 51.4 | |
| BAGEL-7B-MoTOutput Modality=Image2026.05 | 43.5 | 10 | 11.9 | 10.3 | 10.2 | 10 | 10.6 | 15.2 | |
| V2V-ZeroOutput Modality=Image2026.05 | 34.8 | 76.9 | 42.8 | 24 | 20.3 | 13.3 | 16.6 | 32.7 | |
| HunyuanVideo-1.5 (video)Output Modality=Video2026.05 | 17.7 | 32.5 | 25.7 | 19.2 | 17.3 | 12.4 | 16.3 | 20.2 | |
| Qwen-Image-Edit-2511Output Modality=Image2026.05 | 15.7 | 16.9 | 34.2 | 23.2 | 17.1 | 13.4 | 17.2 | 19.7 |