Egocentric Video Understanding on Ego-in-Exo PerceptionMCQ (test)
83.1Action UnderstandingVisCoP + DnA
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| VisCoP + DnABase model=VisCoP, Attention=Denoising Attention2026.06 | 83.1 | 87.1 | 79.2 | 65.1 | 78.6 | |
| VisCoP2026.06 | 81.8 | 86.1 | 79.3 | 65.1 | 78.1 | |
| VisCoP + Diff. Attn.Base model=VisCoP, Attention=Differential Attention2026.06 | 78.8 | 83 | 77.5 | 64.9 | 76.1 | |
| VideoLLaMA3Model Type=Video LLM2026.06 | 74.9 | 75.8 | 75.2 | 65.3 | 72.8 |