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Video Question Answering on NExT-QA Multi-choice

84.5Accuracy

VideoLLaMA3-7B

Updated 29d ago

Evaluation Results

Method	Links
VideoLLaMA3-7B 2026.03		84.5
LLaVA-Video 2024.12		83.2
LLaVA-Video-7B 2025.03		83.2
LLaVAction-7B 2025.03		82.8
NVILA-8B-Video + AutoGaze 2026.03		82.8
NVILA-8B-Video 2026.03		82.2
LongVILA-R1-7B 2026.03		81.5
LongVILA 2024.08		80.7
LongVILA-7B 2026.03		80.7
VideoChat2-7B 2025.03		79.5
LLAVA-OV 2024.12		79.4
LLAVA-OV 2024.08		79.4
LLaVA-OV-7B 2025.03		79.4
LLaVA-OV-8B 2026.03		79.4
Tarsier-34B 2024.06		79.2
InternVL2.5-2B 2025.03		75.6
Mobile-VideoGPT-1.5B 2025.03		73.7
TS-LLaVA 2024.11		73.6
TS-LLaVA 2024.11		73.6
TS-LLaVA 2024.11		73.6
VideoTree 2024.07		73.5
VideoTree 2024.06		73.5
VideoTree 2024.11		73.5
VideoTree 2024.11		73.5
VideoTree 2024.11		73.5
LLaVA-NeXT-INST-IT 2024.12		73
DYTO 2026.02		72.9
KTV-34B-dense 2026.02		72.7
KTV-34B-normal 2026.02		72.3
SF-LLaVA-34B 2024.07		72
SF-LLAVA 2024.11		72
SF-LLAVA 2024.11		72
SF-LLAVA 2024.11		72
Tarsier-7B 2024.06		71.6
VideoAgent 2024.07		71.3
VideoAgent 2024.06		71.3
VideoAgent 2024.11		71.3
VideoAgent 2024.11		71.3
VideoAgent 2024.11		71.3
KTV-34B-sparse 2026.02		71.2
IG-VLM (LLaVA-v1.6) 2024.07		70.9
IG-VLM 2024.06		70.9
IG-VLM 2024.11		70.9
IG-VLM 2024.11		70.9
IG-VLM 2024.11		70.9
SF-LLaVA-7B 2026.02		70.9
IG-VLM 2026.02		70.7
LLaVA-NeXT-INST-IT 2024.12		70.2
MMICL 2023.09		68.8
LongVA-7B 2025.03		68.3
LongVA-7B 2025.03		68.3
LLoVi 2024.07		67.7
LLoVi 2024.06		67.7
LLoVi 2024.11		67.7
LLoVi 2024.11		67.7
LLoVi 2024.11		67.7
GPT-4o 2025.03		66.7
TS-LLaVA 2024.11		66.5
TS-LLaVA 2024.11		66.5
MMICL 2023.09		66.17
KTV-7B-dense 2026.02		65.8
DYTO 2026.02		65.7
Mobile-VideoGPT-0.5B 2025.03		65.4
MMICL 2023.09		65.33
KTV-7B-normal 2026.02		65.1
MMICL 2023.09		64.67
KTV-7B-sparse 2026.02		64.5
InstructBLIP 2023.09		64.27
SF-LLaVA-7B 2024.07		64.2
SF-LLaVA 2024.11		64.2
SF-LLaVA 2024.11		64.2
Gemini-1.5-Pro 2025.03		64
SF-LLaVA-7B 2026.02		64
IG-VLM (LLaVA-v1.6) 2024.07		63.1
M3 2024.11		63.1
IG-VLM 2024.11		63.1
M3 2024.11		63.1
IG-VLM 2024.11		63.1
IG-VLM 2026.02		63.1
BLIP-2 2023.09		61.97
BLIP-2 2023.09		61.73
Flash-VStream 2024.08		61.6
Gemini-1.5-Flash 2025.03		61.6
GPT-4V 2025.03		61.3
DeepStack-L 2024.07		61
DeepStack-L 2024.11		61
DeepStack-L 2024.11		61
DeepStack-L 2024.12		61
LangRepo 2024.06		60.9
Vista-LLaMA 2024.07		60.7
Vista-LLaMA 2024.11		60.7
Vista-LLaMA 2024.11		60.7
Video-LLaVA 2024.11		60.5
Video-LLaVA 2024.11		60.5
LLaVA-NeXT 2024.12		58.4
Full Model 2025.04		58.4
LLaVA-OneVision-0.5B 2025.03		57.2
MovieChat+ 2024.07		54.8
MovieChat+ 2024.11		54.8
MovieChat+ 2024.11		54.8

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