Video Generation on Temporal Order Hard Set, 3-4 Steps
0.352Temporal Following Score (Qwen Judge)TempAct
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TempActPrompting Strategy=Step-prompt video generation, Backbone=LongLive2026.06 | 0.352 | 0.512 | |
| TempActPrompting Strategy=Step-prompt video generation, Backbone=Self-Forcing2026.06 | 0.336 | 0.473 | |
| LongLivePrompting Strategy=Step-prompt video generation2026.06 | 0.314 | 0.481 | |
| Casual ForcingPrompting Strategy=Single-prompt video generation2026.06 | 0.304 | 0.452 | |
| LongLivePrompting Strategy=Single-prompt video generation2026.06 | 0.302 | 0.463 | |
| Self-ForcingPrompting Strategy=Step-prompt video generation2026.06 | 0.269 | 0.431 | |
| Self-ForcingPrompting Strategy=Single-prompt video generation2026.06 | 0.24 | 0.419 |