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Video Understanding on Aggregate MVBench, LongVideo Bench, MLVU, VideoMME

100Average Accuracy

Qwen3-VL-8B-Instruct

Updated 14d ago

Evaluation Results

Method
Qwen3-VL-8B-Instruct 2026.03	100	67
Qwen3-VL-8B-Instruct 2026.03	100	64.2
Qwen3-VL-8B-Instruct 2026.03	100	67
Qwen3-VL-8B-Instruct 2026.03	100	64.2
V-CAST 2026.03	98.8	63.5
V-CAST 2026.03	98.6	63.3
FlashVID 2026.03	98.3	63.1
V-CAST 2026.03	98.2	65.8
VidCom2 2026.03	98	62.9
VidCom2 2026.03	97.6	65.4
FlashVID 2026.03	97.5	62.6
FastVID 2026.03	97.5	62.6
V-CAST 2026.03	97	65
VidCom2 2026.03	96.6	62
FastVID 2026.03	96.3	61.8
V-CAST 2026.03	95.8	61.5
HoliTom 2026.03	95.8	61.5
FastVID 2026.03	95.7	64.1
FlashVID 2026.03	95.6	61.4
VidCom2 2026.03	95.5	64
HoliTom 2026.03	95	63.6
FastVID 2026.03	94.9	63.6
V-CAST 2026.03	94.9	63.6
VisionZip 2026.03	94.8	60.8
VisionZip 2026.03	94.5	63.3
HoliTom 2026.03	93.8	60.2
FastVID 2026.03	93.6	60.1
VisionZip 2026.03	93.5	60
VisionZip 2026.03	93.4	62.6
HoliTom 2026.03	93.3	62.5
FastVID 2026.03	92.7	62.1
VidCom2 2026.03	92.5	59.4
VidCom2 2026.03	91.3	61.2
VisionZip 2026.03	91.3	58.6
HoliTom 2026.03	91	58.4
HoliTom 2026.03	90.9	60.9
VisionZip 2026.03	90.1	60.4
LLaVA-Video 7B 2026.05	63.6	-
LLaVA-Video-7B 2026.04	63.3	100
Qwen2.5-VL-7B 2026.04	63.2	100
Tango† 2026.04	61.7	97.6
Tango 2026.04	61.2	96.8
DyCoke 2026.05	61.1	-
FastVID 2026.04	60.9	96.3
HoliTom 2026.04	60.8	96.1
DynaTok 2026.05	60.6	-
FastV 2026.05	60.3	-
Tango† 2026.04	60.2	95.1
VisionZip 2026.04	60.2	95.2
Tango 2026.04	59.8	94.6
Tango 2026.04	59.6	94.2
HoliTom 2026.04	59.5	94.1
VisionZip 2026.04	59.2	93.6
FastVID 2026.04	59	93.3
FastVID 2026.04	59	93.3
DynaTok 2026.05	58.3	-
VisionZip 2026.05	57.8	-
FastV 2026.05	57	-
VisionZip 2026.04	56.4	89.1
VidCom 2026.04	54.5	86.1
DyCoke 2026.05	54.2	-
FastV 2026.04	48.9	77.3
VisionZip 2026.05	48.7	-
VisionZip 2026.03	-	62.6
VidCom2 2026.03	-	68
FastVID 2026.03	-	64
HoliTom 2026.03	-	64.8
V-CAST 2026.03	-	68.1