Action Recognition on 20BN-Jester
19.6AccuracySlowFast + PAS
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SlowFast + PASInference Strategy=SlowFast stacked with PAS2025.11 | 19.6 | 12.9 | |
| TS-LLaVA + PASInference Strategy=TS-LLaVA stacked with PAS2025.11 | 19.3 | 12.8 | |
| PASInference Strategy=Phase Aggregated Smoothing (Ours)2025.11 | 18.3 | 12.6 | |
| Default SettingInference Strategy=Default Setting, Backbone=Qwen2.5-VL-7B-Instruct2025.11 | 16 | 9.9 | |
| TS-LLaVAInference Strategy=TS-LLaVA2025.11 | 15.4 | 8.9 | |
| SlowFast-LLaVAInference Strategy=SlowFast2025.11 | 14.9 | 9.3 |