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Video Question Answering on EgoSchema (Full)

75Accuracy

Human Eval

Updated 12d ago

Evaluation Results

Method	Links
Human Eval 2024.05		75
HCQA 2025.04		75
LinVT-Qwen2-VL 2025.04		69.5
ProVCA 2026.04		69.3
VideoMultiAgents 2025.04		68
LongVU 2025.04		67.6
LongVU 2024.05		67.6
Gemini 1.5 Flash 2025.01		65.7
Gemini 1.5 Flash 2025.01		65.7
VideoINSTA 2025.01		65
VideoINSTA 2025.01		65
Lifelong Memory 2025.04		64.7
VideoLLaMA2 2025.04		63.9
VideoLLaMA 2 2024.05		63.9
AKEYS 2025.03		63.6
InternVL-3 + A.I.R. 2025.10		63.3
Gemini-1.5-Pro 2024.05		63.2
AKEYS 2025.03		63.1
InternVL-3 2025.10		62.5
LifelongMemory 2024.05		62.4
LifelongMemory 2024.03		62.1
LifelongMemory 2024.06		62.1
LLaVA-OV-72B 2024.05		62
Tarsier-34B 2024.06		61.7
Tarsier 2024.03		61.7
Tarsier 2024.06		61.7
Tarsier 2025.04		61.7
Tarsier-34B 2024.05		61.7
InternVL-3 + MDP3 2025.10		61.6
LLaVA-OneVision + A.I.R. 2025.10		61.4
VideoTree 2024.06		61.1
LVNet 2024.03		61.1
VideoTree 2024.03		61.1
VideoTree 2025.01		61.1
LVNet 2025.01		61.1
VideoTree 2025.01		61.1
LVNet 2025.01		61.1
LVNet 2025.03		61.1
VideoTree 2025.03		61.1
VideoTree 2024.06		61.1
LVNet 2024.06		61.1
VideoTree 2025.04		61.1
LVNet 2025.04		61.1
VIDEOTREE 2024.05		61.1
VideoTree 2025.10		61.1
VideoTree 2026.04		61.1
LVNet 2026.04		61.1
DrVideo 2025.10		61
DrVideo 2026.04		61
LLaVA-OneVision + BOLT 2025.10		60.7
LLaVA-OneVision 32 frames + BOLT 2025.03		60.66
LLaVA-OneVision 32 frames 2025.03		60.36
LLaVA-OneVision + MDP3 2025.10		60.3
VideoAgent 2024.05		60.2
InternVideo2 2024.03		60.2
VideoAgent [6] 2025.03		60.2
InternVideo2 2024.06		60.2
VideoChat2 2024.05		60.2
LLaVA-OneVision 2025.10		60.2
VideoAgent 2026.04		60.2
VideoChat-T 2024.10		60
LLaVA-OneVision 16 frames + BOLT 2025.03		59.86
IG-VLM 2024.03		59.8
IG-VLM 2024.06		59.8
LLaVA-OneVision 16 frames 2025.03		59.49
LLaVA-OneVision 8 frames + BOLT 2025.03		59.23
LLaVA-OneVision 8 frames 2025.03		59.17
QwenVL-2.5 + A.I.R. 2025.10		58.8
LifelongMemory 2025.03		58.6
QwenVL-2.5 2025.10		57.6
ProViQ 2024.03		57.1
ProViQ 2024.06		57.1
QwenVL-2.5 + MDP3 2025.10		56.8
MovieChat+ 2024.10		56.4
Gemini 1.0 Pro 2024.03		55.7
Gemini 1.0 Pro 2024.03		55.7
GPT-4V 2024.03		55.6
GPT-4V 2024.03		55.6
VideoChat2 2024.06		54.4
VideoChat2 2024.03		54.4
VideoChat2 2024.10		54.4
VideoChat2 HD 2025.01		54.4
ENTER 2025.01		54.4
VideoChat2 HD 2025.01		54.4
ENTER 2025.01		54.4
VideoChat2 2025.03		54.4
VideoAgent 2024.03		54.1
VideoAgent 2024.03		54.1
VideoAgent 2024.06		54.1
VideoAgent 2024.03		54.1
VideoAgent 2024.10		54.1
VideoAgent [38] 2025.03		54.1
VideoAgent 2024.06		54.1
VideoAgent 2025.10		54.1
VideoAgent 2026.04		54.1
Vamos (GPT-4o) 2023.11		53.55
MovieChat 2024.10		53.5
TraveLER 2024.04		53.3
TraveLER 2024.04		53.3
VideoLLaMA 2 2024.03		53.3

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