Forward-dynamics Prediction on MagicBrush AURORA-BENCH
6.71GPT-4o ScoreSmartEdit
Evaluation Results
| Method | Links | |
|---|---|---|
| SmartEdit2025.06 | 6.71 | |
| GoT2025.06 | 5.96 | |
| L-FDMBackbone=Liquid, Evaluation Protocol=Forward-Dynamics Model2025.06 | 5.82 | |
| LiquidEvaluation Protocol=Fine-tuned2025.06 | 5.56 | |
| C-FDMBackbone=Chameleon, Evaluation Protocol=Forward-Dynamics Model2025.06 | 3.92 | |
| PixInst2025.06 | 3.12 | |
| ChameleonEvaluation Protocol=Fine-tuned2025.06 | 2.52 | |
| LiquidEvaluation Protocol=Zero-shot2025.06 | 0.68 | |
| ChameleonEvaluation Protocol=Zero-shot2025.06 | 0 |