Long Video Generation on VBench 10s duration
97.6Subjective ScoreUniTemp
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| UniTempDirection=Forward, Past Sink=true, Future Sink=true2026.06 | 97.6 | 96.3 | 97.5 | 98.5 | 46.8 | 62.7 | 70.7 | |
| UniTempDirection=Backward, Past Sink=true, Future Sink=true2026.06 | 96.87 | 96.03 | 97.13 | 98.34 | 55.47 | 62.95 | 70.39 | |
| LongLiveDirection=Forward, Past Sink=true, Future Sink=false2026.06 | 96.84 | 96.26 | 97.77 | 98.84 | 36.72 | 62.53 | 70.65 | |
| Rolling-ForcingDirection=Forward, Past Sink=true, Future Sink=false2026.06 | 96.78 | 95.48 | 97.65 | 98.7 | 28.12 | 62.03 | 71.16 | |
| Self-ForcingDirection=Forward, Past Sink=true, Future Sink=false2026.06 | 96.47 | 95.36 | 96.36 | 98.31 | 64.06 | 62.74 | 71.23 | |
| Infinity-RopeDirection=Forward, Past Sink=true, Future Sink=false2026.06 | 95.48 | 94.74 | 96.29 | 97.93 | 64.06 | 61.17 | 70.18 | |
| UniTempDirection=Forward, Past Sink=true, Future Sink=false2026.06 | 95.4 | 94.37 | 95.11 | 97.69 | 81.25 | 61.64 | 70.22 | |
| UniTempDirection=Backward, Past Sink=false, Future Sink=true2026.06 | 94.91 | 94.57 | 95.94 | 98.1 | 71.09 | 63.35 | 70.38 |