Video Question Answering on Ego Schema
49.3Overall ScoreFull Model
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Full ModelModel=VideoLLaMA2, Sparsity ratio=0%2025.04 | 49.3 | 100 | |
| ECOFLaPModel=VideoLLaMA2, Sparsity ratio=60%2025.04 | 46.8 | 93.8 | |
| TAMPModel=VideoLLaMA2, Sparsity ratio=60%2025.04 | 46.7 | 95 | |
| WandaModel=VideoLLaMA2, Sparsity ratio=60%2025.04 | 44.4 | 91 | |
| OWLModel=VideoLLaMA2, Sparsity ratio=60%2025.04 | 43.6 | 89.4 | |
| SparseGPTModel=VideoLLaMA2, Sparsity ratio=60%2025.04 | 42.6 | 88.5 | |
| MagnitudeModel=VideoLLaMA2, Sparsity ratio=60%2025.04 | 20.8 | 12.6 |