Proactive Video Question Answering on ProactiveVideoQA EGO
52.3PAUC (ω=0.5)Em-Garde
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Em-Garde2026.03 | 52.3 | 17.4 | |
| MMDuet2025.12 | 46 | 99.4 | |
| MMDuet2026.03 | 46 | 99.4 | |
| MMDuet2Training Protocol=rl2025.12 | 33.6 | 8.1 | |
| MMDuet-22026.03 | 33.6 | 8.1 | |
| MMDuet2Training Protocol=sft2025.12 | 26.4 | 4.4 | |
| VideoLLM-Online2025.12 | 25 | — | |
| VideoLLM-Online2026.03 | 25 | — |