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Video Understanding on MLVU (Accuracy)

81.5Accuracy

RETOOL-VIDEO

Updated 1mo ago

Evaluation Results

Method	Links
RETOOL-VIDEO 2026.05		81.5
Gemini-2.5-Flash-Lite 2026.05		78.5
AdaQ 2026.06		76.4
AdaQ 2026.06		75
Q-Frame 2026.06		74.7
Gemini 1.5 Pro 2026.05		74.3
AdaQ 2026.06		74.2
AKS 2026.06		74.2
Top-k 2026.06		73.2
AdaQ 2026.06		73.1
Video-LLaMA3-7B 2026.05		73
InternVL3.5-30B-A3B 2026.05		73
Claude-Sonnet-4.5 2026.05		72.8
Q-Frame 2026.06		72.8
AdaQ 2026.06		72.6
Q-Frame 2026.06		72.4
AKS 2026.06		71.8
AdaQ 2026.06		71.8
OneClip-RAG 2026.06		71.5
LLaVA-Video-7B 2026.04		71.4
Top-k 2026.06		71.2
OneClip-RAG 2026.06		71.2
Qwen3-VL-8B 2026.06		71
LLaVA-Video-7B 2026.05		70.8
InternVL3-8B + LiteFrame 2026.05		70.7
Top-k 2026.06		70.7
Tango† 2026.04		70.4
LLaVA-Video 7B 2026.05		70.3
BOLT 2026.06		70.3
E-VRAG 2026.06		70.2
NVILA 2026.05		70.1
InternVL3-8B 2026.05		69.6
AKS 2026.06		69.6
LLaVA-Video-7B 2026.06		69.5
AdaQ 2026.06		69.4
InternVL3-8B + FastVID 2026.05		69.3
GPT-5-Nano-2025-08-07 2026.05		69.2
FRAG 2026.06		69.2
InternVL-V2.5-8B 2026.05		68.9
Tango 2026.04		68.7
OneClip-RAG 2026.06		68.6
Q-Frame 2026.06		68.5
AdaQ 2026.06		68.5
HoliTom 2026.04		68.2
FastVID 2026.04		68.1
VisionZip 2026.04		67.7
Tango† 2026.04		67.6
OneClip-RAG 2026.06		67.6
StreamAgent-7B 2025.08		67.2
Qwen2.5-VL-7B 2025.08		66.9
Top-k 2026.06		66.9
AKS 2026.06		66.8
BOLT 2026.06		66.8
Tango 2026.04		66.7
InternVL3-8B + LiteFrame 2026.05		66.7
InternVL3-8B 2026.05		66.4
Flash-VStream 2026.05		66.3
HoliTom 2026.04		66.2
InternVL-V3.5-8B 2026.05		66.2
EvoStreaming-8B-InternVL-V3.5 2026.05		66
InternVL3-8B + LiteFrame 2026.05		65.7
DyCoke 2026.05		65.7
Qwen2.5-VL-7B 2026.06		65.5
TimeChat-Online-7B 2025.08		65.4
LongVU-7B 2026.05		65.4
FRAG 2026.06		65.3
LLaVA-OV 7B 2026.05		65.2
Video-Thinker-7B 2026.05		65.2
FastVID 2026.04		65.1
InternVL3-8B + FastVID 2026.05		65.1
ParaVT-8B 2026.05		65
LLaVA-OneVision-7B 2026.05		64.7
GPT-4o 2026.05		64.6
GPT-4o 2026.05		64.6
DynaTok 2026.05		64.6
GPT-4o 2026.05		64.6
Qwen2.5-VL-7B 2026.04		64.4
VideoMind 2026.05		64.4
InternVL-V2-8B 2026.05		64
InternVL3-8B + FastVID 2026.05		64
FastV 2026.05		63.9
LLaVA-OneVision-7B 2026.06		63.7
DynaTok 2026.05		63.2
VisionZip 2026.04		62.9
TimeChat-Online-7B 2026.05		62.9
DynaTok 2026.05		62.5
InternVL3-8B 2026.05		62.2
DyCoke 2026.05		62.1
DynaTok 2026.05		62.1
DynaTok 2026.05		62.1
VisionZip 2026.05		62.1
Dispider-7B 2025.08		61.7
Dispider-7B 2026.05		61.7
Video-R1-7B 2026.05		61.6
FastV 2026.05		61.5
FastV 2026.05		61.2
Tango 2026.04		61
Kangaroo-7B 2026.05		61
Kangaroo 2026.05		61
VisionZip 2026.04		60.6

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