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ResearchFormerly WizWand

Video Question Answering on LongVideoBench (LVB) 58 (test)

66.42AccuracyDIG
50.622454.723758.82562.9263Dec 3, 2025
Updated 8mo ago

Evaluation results

MethodLinks
DIGBase LMM=Qwen2.5-VL-32B, Frame Count=1922025.1266.42
DIGBase LMM=Qwen2.5-VL-32B, Frame Count=1282025.1265.6
DIGBase LMM=Qwen2.5-VL-7B, Frame Count=2562025.1264.62
DIGBase LMM=Qwen2.5-VL-7B, Frame Count=1922025.1264.32
UNIBase LMM=Qwen2.5-VL-32B, Frame Count=1922025.1263.8
DIGBase LMM=Qwen2.5-VL-32B, Frame Count=642025.1263.65
DIGBase LMM=Qwen2.5-VL-7B, Frame Count=1282025.1263.13
AKSBase LMM=Qwen2.5-VL-32B, Frame Count=1922025.1262.45
AKSBase LMM=Qwen2.5-VL-32B, Frame Count=1282025.1262
UNIBase LMM=Qwen2.5-VL-7B, Frame Count=1922025.1261.93
DIGBase LMM=Qwen2.5-VL-32B, Frame Count=322025.1261.86
UNIBase LMM=Qwen2.5-VL-7B, Frame Count=1282025.1261.86
UNIBase LMM=Qwen2.5-VL-32B, Frame Count=1282025.1261.78
UNIBase LMM=Qwen2.5-VL-7B, Frame Count=2562025.1261.48
AKSBase LMM=Qwen2.5-VL-32B, Frame Count=642025.1261.41
DIGBase LMM=Qwen2.5-VL-7B, Frame Count=642025.1261.41
AKSBase LMM=Qwen2.5-VL-7B, Frame Count=1922025.1261.26
AKSBase LMM=Qwen2.5-VL-7B, Frame Count=2562025.1261.03
AKSBase LMM=Qwen2.5-VL-7B, Frame Count=642025.1260.66
DIGBase LMM=Qwen2.5-VL-7B, Frame Count=322025.1260.43
AKSBase LMM=Qwen2.5-VL-7B, Frame Count=1282025.1260.36
Q-FrameBase LMM=Qwen2.5-VL-32B, Frame Count=1282025.1260.06
Q-FrameBase LMM=Qwen2.5-VL-7B, Frame Count=1282025.1259.76
Q-FrameBase LMM=Qwen2.5-VL-32B, Frame Count=642025.1259.61
AKSBase LMM=Qwen2.5-VL-32B, Frame Count=322025.1259.31
AKSBase LMM=Qwen2.5-VL-7B, Frame Count=322025.1259.31
UNIBase LMM=Qwen2.5-VL-32B, Frame Count=642025.1259.01
UNIBase LMM=Qwen2.5-VL-7B, Frame Count=642025.1258.94
DIGBase LMM=Qwen2.5-VL-32B, Frame Count=162025.1258.86
UNIBase LMM=Qwen2.5-VL-32B, Frame Count=322025.1257.89
DIGBase LMM=Qwen2.5-VL-7B, Frame Count=162025.1257.89
Q-FrameBase LMM=Qwen2.5-VL-7B, Frame Count=642025.1257.52
Q-FrameBase LMM=Qwen2.5-VL-32B, Frame Count=322025.1257.37
Q-FrameBase LMM=Qwen2.5-VL-7B, Frame Count=162025.1257.37
UNIBase LMM=Qwen2.5-VL-7B, Frame Count=322025.1256.92
DIGBase LMM=Qwen2.5-VL-32B, Frame Count=82025.1256.77
Q-FrameBase LMM=Qwen2.5-VL-32B, Frame Count=162025.1256.62
Q-FrameBase LMM=Qwen2.5-VL-7B, Frame Count=322025.1256.39
DIGBase LMM=Qwen2.5-VL-7B, Frame Count=82025.1255.2
UNIBase LMM=Qwen2.5-VL-32B, Frame Count=162025.1254.67
UNIBase LMM=Qwen2.5-VL-7B, Frame Count=162025.1254.45
Q-FrameBase LMM=Qwen2.5-VL-7B, Frame Count=82025.1254.23
Q-FrameBase LMM=Qwen2.5-VL-32B, Frame Count=82025.1253.78
UNIBase LMM=Qwen2.5-VL-32B, Frame Count=82025.1253.4
UNIBase LMM=Qwen2.5-VL-7B, Frame Count=82025.1251.23