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Online Video Understanding on StreamingBench Real-Time

77.3Real-Time ScoreStreamForest
21.03635.64350.2564.857Mar 2, 2026

Evaluation results

MethodLinks
StreamForestSize=7B, Frames=1 fps2026.0377.3
FluxMemSize=7B, Frames=1 fps2026.0376.4
TimeChat-OnlineSize=7B, Frames=1 fps2026.0375.3
Qwen2.5-VL†Size=7B, Frames=1 fps2026.0373.9
Qwen2.5-VLSize=7B, Frames=7682026.0373.7
LiveVLMSize=7B, Frames=0.5/0.2 fps2026.0372.9
LLaVA-OneVisionSize=7B, Frames=322026.0371.1
ReKVSize=7B, Frames=0.5 fps2026.0369.1
DispiderSize=7B, Frames=1 fps2026.0367.6
StreamChatSize=8B, Frames=1 fps2026.0364.7
LongVASize=7B, Frames=1282026.0360
VideoLLM-OnlineSize=8B, Frames=2 fps2026.0336
Flash-VStreamSize=7B, Frames=1 fps2026.0323.2