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ResearchFormerly WizWand

Long-video Understanding on OVOBench Real-Time

71.45AccuracyFull SA
31.805242.097652.3962.6824May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Full SABackbone=InternVL3-8B2026.0571.45
StateKVBackbone=InternVL3-8B, cache budget B=40962026.0570.25
Full SABackbone=Eagle2.5-8B2026.0569.3
StateKVBackbone=Eagle2.5-8B, cache budget B=40962026.0568.7
Full SABackbone=QWen3-VL-8B2026.0567.86
StateKVBackbone=QWen3-VL-8B, cache budget B=40962026.0564.99
StateKVBackbone=QWen3-VL-4B, cache budget B=40962026.0564.87
Full SABackbone=QWen3-VL-4B2026.0564.76
StateKVBackbone=InternVL3-2B, cache budget B=40962026.0561.05
StateKVBackbone=QWen3-VL-2B, cache budget B=40962026.0560.93
Full SABackbone=QWen3-VL-2B2026.0560.45
Full SABackbone=InternVL3-2B2026.0560.22
ReKVBackbone=InternVL3-8B, retrieval window R=162026.0556.03
Full SABackbone=InternVL3-1B2026.0555.79
StateKVBackbone=InternVL3-1B, cache budget B=40962026.0555.44
ReKVBackbone=Eagle2.5-8B, retrieval window R=162026.0555.44
ReKVBackbone=QWen3-VL-8B, retrieval window R=162026.0553.88
ReKVBackbone=QWen3-VL-4B, retrieval window R=162026.0549.22
ReKVBackbone=QWen3-VL-2B, retrieval window R=162026.0546.71
ReKVBackbone=InternVL3-1B, retrieval window R=162026.0537.75
ReKVBackbone=InternVL3-2B, retrieval window R=162026.0533.33