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Proactive Response Timing on OVO-Bench Future Active Responding

47.92CRR RecallMMDuet-2
0.246412.62322537.3768Mar 19, 2026

Evaluation results

MethodLinks
MMDuet-2Size=3B, FPS=22026.0347.928.4714.4———19.3342.7226.6220.51
Em-GardeSize=2B, FPS=22026.0347.9218.2226.454.8814.8723.447.3339.6643.1630.99
FVStreamSize=7B, FPS=22026.036.255.215.682.469.523.913.467.494.734.77
VideoLLM-OnlineSize=8B, FPS=22026.032.082.082.0811.076.888.497.4316.4610.246.93
StreamForestSize=7B, FPS=22026.032.082.082.088.0213.6910.1130.4928.929.6713.95