Video Generation on Temporal Order Simple Set, 1-2 Steps
50.8Temporal Following Score (Qwen)TempAct
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TempActPrompting Strategy=Step-prompt video generation, Backbone=LongLive2026.06 | 50.8 | 57.9 | |
| TempActPrompting Strategy=Step-prompt video generation, Backbone=Self-Forcing2026.06 | 50 | 53.8 | |
| LongLivePrompting Strategy=Single-prompt video generation2026.06 | 42.8 | 50.5 | |
| Self-ForcingPrompting Strategy=Step-prompt video generation2026.06 | 41.4 | 48.5 | |
| LongLivePrompting Strategy=Step-prompt video generation2026.06 | 41.1 | 52.1 | |
| Self-ForcingPrompting Strategy=Single-prompt video generation2026.06 | 41 | 45.6 | |
| Casual ForcingPrompting Strategy=Single-prompt video generation2026.06 | 38.1 | 44.7 |