General Video Understanding on PerceptionTest
69.4Overall ScoreTS-LLaVA + PAS
Evaluation results
| Method | Links | |
|---|---|---|
| TS-LLaVA + PASInference Strategy=TS-LLaVA stacked with PAS2025.11 | 69.4 | |
| TS-LLaVAInference Strategy=TS-LLaVA2025.11 | 69.3 | |
| SlowFast + PASInference Strategy=SlowFast stacked with PAS2025.11 | 69.1 | |
| PASInference Strategy=Phase Aggregated Smoothing (Ours)2025.11 | 68.9 | |
| SlowFast-LLaVAInference Strategy=SlowFast2025.11 | 68 | |
| Default SettingInference Strategy=Default Setting, Backbone=Qwen2.5-VL-7B-Instruct2025.11 | 67.8 |