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Video Question Answering on EgoSchema subset

75.4Accuracy

VideoMultiAgents

Updated 3d ago

Evaluation Results

Method	Links
VideoMultiAgents 2025.04		75.4
Lifelong Memory 2025.04		72
AKEYS 2025.03		68.6
Tarsier 2025.04		68.6
LVNet 2025.03		68.2
LVNet 2025.04		68.2
LVNet 2024.05		68.2
AKEYS 2025.03		68
Qwen2-VL-Instruct 2024.12		66.7
LangRepo 2025.03		66.2
VideoTree 2025.03		66.2
VideoTree 2025.04		66.2
LangRepo 2024.05		66.2
VIDEOTREE 2024.05		66.2
LifelongMemory 2025.03		64.1
LifelongMemory 2024.05		64.1
LLaVA-OneVision 32 frames + BOLT 2025.03		64
VideoAgent 2024.05		63.8
VideoChat2 2025.03		63.6
VideoAgent [6] 2025.03		62.8
LLaVA-OneVision 8 frames + BOLT 2025.03		62.2
LLaVA-OneVision 32 frames 2025.03		62.2
LLaVA-OneVision 8 frames 2025.03		62
LLaVA-OneVision 16 frames + BOLT 2025.03		61.8
LLaVA-OneVision 16 frames 2025.03		61.4
LLoVi 2025.03		61.2
LLoVi 2024.05		61.2
MVU 2025.03		60.3
MVU 2024.05		60.3
VideoAgent [38] 2025.03		60.2
VideoAgent 2024.05		60.2
LLaVAOneVision-7B 2024.09		60.1
LLAVA-OV 2024.12		60.1
IG-VLM 2025.03		59.8
IG-VLM 2024.05		59.8
HCQA 2025.04		58.8
LLaVA-NeXT-INST-IT 2024.12		57.8
LLoVi 2024.05		57.6
LLaVA-Video 2024.12		57.3
Vamos (GPT-4o) 2023.11		57.2
MM1.5-Video-7B 2024.09		57.2
ProViQ 2025.03		57.1
ProViQ 2024.05		57.1
MM1.5-Video-3B 2024.09		52.4
Video-LLaMA2-7B 2024.09		51.7
Vamos (GPT-4) 2023.11		51.2
Vamos 2025.03		51.2
Vamos 2024.05		51.2
MM1.5-Video-1B 2024.09		51
LLaVA-NeXT-INST-IT 2024.12		50.4
LLaVA-NeXT 2024.12		50
MM1.5-Video-7B 2024.09		49.6
MM1.5-Video-3B 2024.09		48.4
Vamos 2024.05		48.3
Vamos (GPT-3.5) 2023.11		47.6
Video-ChatGPT 2024.12		47.3
SlowFast-LLaVA-7B 2024.09		47.2
IG-VLM 2024.05		47
MM1.5-Video-1B 2024.09		45.4
LLaVA-Next-Video 2024.12		43.9
TGB-BLIP2 2024.02		41.2
LangRepo 2024.05		41.2
Vamos 2024.05		41.2
Video-LLaVA 2024.02		40.2
DeepStack-L-7B 2024.09		38.4
DeepStack-L 2024.12		38.4
Vamos (LLaMA2-13B) 2023.11		38.2
Vamos 2024.05		36.7
IG-VLM-7B (LLaVA-v1.6) 2024.09		35.8
IG-VLM 2024.05		35.8
mPLUG-Owl 2024.02		33.8
LLaVAOneVision-0.5B 2024.09		26.8
Sevila 2024.02		25.7