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Knowledge-based VQA on InfoSeek

42.49Unseen-Q Performance

MG2-RAG

Updated 11d ago

Evaluation Results

Method	Links
MG2-RAG 2026.04		42.49	42.03	42.26
MG2-RAG 2026.04		40.16	38.47	39.3
MG2-RAG 2026.04		39.17	38.15	38.65
MG2-RAG 2026.04		37.36	38.4	37.87
MG2-RAG 2026.04		35.78	35.18	35.48
mKG-RAG 2026.04		32.9	31.3	32.1
GPT-5.2 2026.04		32.68	26.54	29.29
MG2-RAG 2026.04		32.32	32.84	32.58
EchoSight 2026.04		30	30.7	30.4
Gemini-3.1-Pro 2026.04		29.92	22.52	25.7
RORA-VLM 2026.04		25.1	27.3	-
Qwen2.5-VL-7B 2026.04		22.8	24.1	23.7
Qwen3.5-27B 2026.04		20.25	16.75	18.33
EchoSight 2026.04		18	19.8	18.8
InstructBLIP 2026.04		8.9	7.4	8.1
LLaVA-v1.5 2026.04		8.3	8.9	7.8
VaLiK (5k) 2026.04		3.19	2.07	2.51
MMGraphRAG (5k) 2026.04		0.69	0.39	0.5