Image Human-Object Interaction Editing on HOI-Edit L2: Understanding
69.52I+Q&A ScoreWan 2.2 I2V + SCPE
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Wan 2.2 I2V + SCPESource=Open2026.06 | 69.52 | 79.09 | 92.69 | 82.6 | |
| Wan 2.2 + SCPESource=Open, Evaluator=GPT-5.42026.06 | 65.95 | — | 91.3 | 89.28 | |
| Nano BananaSource=Closed, Evaluator=GPT-5.42026.06 | 61.34 | — | 93.91 | 88.1 | |
| Wan 2.2Source=Open, Evaluator=GPT-5.42026.06 | 61.04 | — | 89.78 | 80.33 | |
| Nano BananaSource=Closed2026.06 | 59.6 | 70.4 | 95.9 | 77.06 | |
| Wan 2.2 I2VSource=Open2026.06 | 55.26 | 66.08 | 91.13 | 72.72 | |
| Qwen-Image-Edit PLUSSource=Closed2026.06 | 49.28 | 59.84 | 93.95 | 79.24 | |
| BagelSource=Open2026.06 | 47.81 | 60.65 | 78.04 | 50.3 | |
| ChronoEditSource=Open2026.06 | 46.08 | 55.74 | 75.15 | 61.6 | |
| Step1X-EditSource=Open2026.06 | 40.58 | 51.59 | 79.97 | 64.72 | |
| Flux.1 KontextSource=Open2026.06 | 27.8 | 51.92 | 89.98 | 46.31 | |
| ByteMorphSource=Open2026.06 | 22.4 | 42.79 | 22.27 | 17.57 |