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

100Average Score

LLaVA-Video-7B

Updated 5d ago

Evaluation Results

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