Sequential Paper Folding on Video-CraftBench
98.2Step 1 Success RateVideoWorld 2
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VideoWorld 2Fine-tuning=OpenX & Craft2026.02 | 98.2 | 96.4 | 90.1 | 86.7 | 83.3 | 81.7 | 72.3 | |
| VideoWorld 2Fine-tuning=Craft2026.02 | 97.2 | 95.3 | 90 | 83.3 | 81.4 | 74.6 | 68.8 | |
| VideoWorldFine-tuning=OpenX & Craft2026.02 | 91.7 | 75 | 68.2 | 63.1 | 51.7 | 48.2 | 31.9 | |
| CoLAFine-tuning=OpenX & Craft2026.02 | 83.5 | 74.4 | 69.1 | 64.8 | 52.3 | 49.8 | 40.2 | |
| Wan 2.2 14BFine-tuning=Craft-text2026.02 | 81.2 | 75 | 30.4 | 10.6 | 0 | 0 | 0 | |
| Hunyuan-13BFine-tuning=Craft-text2026.02 | 76.9 | 68.1 | 27.5 | 5.8 | 0 | 0 | 0 | |
| Cosmos DiT 2BFine-tuning=Craft-text2026.02 | 73.4 | 63.3 | 20 | 6.7 | 0 | 0 | 0 | |
| VideoWorldFine-tuning=Craft2026.02 | 70.3 | 66.7 | 42.5 | 21.3 | 6.7 | 0 | 0 | |
| Cosmos AR 4BFine-tuning=Craft-text2026.02 | 68.4 | 56.7 | 11.5 | 3.3 | 0 | 0 | 0 | |
| AdaWorldFine-tuning=OpenX & Craft2026.02 | 49.5 | 41.6 | 34.8 | 30.7 | 22.3 | 19.8 | 13 | |
| AdaWorldFine-tuning=Craft2026.02 | 43.6 | 39.8 | 27.4 | 10.8 | 0 | 0 | 0 | |
| MotoFine-tuning=OpenX & Craft2026.02 | 43.1 | 35.3 | 30.7 | 25.5 | 18.3 | 9.7 | 0 | |
| iVideoGPTFine-tuning=OpenX & Craft2026.02 | 23.1 | 18.7 | 13.3 | 3.7 | 0 | 0 | 0 | |
| MotoFine-tuning=Craft2026.02 | 19.1 | 11.7 | 3.3 | 0 | 0 | 0 | 0 |