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Knowledge-based Visual Question Answering on INFOSEEK Unseen Question

46.5Accuracy

DBAgent (SFT: InfoSeek)

Updated 28d ago

Evaluation Results

Method	Links
DBAgent (SFT: InfoSeek) 2026.04		46.5
DBAgent (SFT: Mixed) 2026.04		43.6
ReflectiVA 2026.04		43.5
VLM-PRF 2026.04		43.5
VLM-PRF w/ RL 2026.05		43.5
CgRAG 2026.05		43.5
VLM-PRF 2026.04		43.3
DBAgent (SFT: E-VQA) 2026.04		43.1
CgRAG 2026.05		41.9
CgRAG 2026.05		41.7
CgRAG 2026.05		41.3
CgRAG 2026.05		40.8
ReflectVA 2026.04		40.4
VLM-PRF 2026.05		40
MMKB-RAG 2026.05		36.4
MMhops-R1 2025.12		33.8
Wiki-LLaVA 2025.12		30.1
Wiki-LLaVA 2026.04		30.1
Wiki-LLaVA 2026.05		30.1
Wiki-LLaVA 2026.05		28.6
ReflectiVA 2026.05		28.6
RORA-VLM 2026.04		25.1
RORA-VLM 2026.05		25.1
DBAgent (w/o SFT) 2026.04		24.9
LLaVA-NeXT-8B 2026.05		23.7
CLIP-FiD 2025.12		23.3
LLaVA-NeXT-7B 2026.05		23.2
Qwen2.5-VL-7B (Base) 2026.04		22.8
Qwen2.5-VL-7B 2026.05		22.8
CLIP-PaLM 2025.12		22.7
Qwen2.5-VL-3B 2026.05		20.2
EchoSight 2026.05		18
Qwen2-VL-7B 2026.05		15.4
GPT-4V 2026.04		15
GPT-4V 2026.05		15
BLIP-2 2026.04		12.7
BLIP-2 2026.05		12.7
LLaVA-v1.5 2026.04		9.6
LLaVA-1.5 2026.05		9.6
InstructBLIP 2026.04		8.9
InstructBLIP 2026.05		8.9
LLaVA-1.5 2026.05		8.3