SOTA Visual Question Answering on InfoSeek and PapersWithCode

69Accuracy

Gemini-3-Flash

Updated 15d ago

Evaluation Results

Method	Links
Gemini-3-Flash 2026.04		69
MIA 2026.04		65.5
Unsupervised MIA 2026.04		64.3
DR-MMSearchAgent 2026.04		60
ReasoningBank 2026.04		59.5
ExpeL 2026.04		58.6
Memento 2026.04		57.3
No Memory 2026.04		56.8
MAD-RAG 2026.01		55.93
RAG 2026.04		55.9
MMSearch-R1 2025.11		55.1
MMSearch-R1 2026.04		55.1
Qwen-2.5-VL 2025.11		53.7
MAD-RAG 2026.01		53.29
Vanilla RAG 2026.01		52.66
Vanilla RAG 2026.01		52.12
DeepEyesV2 2025.11		51.1
Deepeyes2 2026.04		51.1
Deepeyes2 2026.04		51.1
GoG-2.5-7B-RL 2026.01		51.05
GoG-3-8B-Think-RL 2026.01		49.05
MMSearch-R1 2026.04		49
Mem0 2026.04		48.2
DeepMMSearch-R1 2026.04		47.5
DeepMMSearch-R1 2026.04		47.5
GPT-5.4 2026.04		43.6
GPT4o 2025.11		42.7
GPT-4o 2026.04		42.7
GPT-4o 2026.04		42.7
GoG-2.5-7B-SFT 2026.01		41.9
GoG-3-8B-Think-SFT 2026.01		40.55
Qwen2.5-VL-7B 2026.01		38.15
Qwen2.5-VL-32B+ReACT 2026.04		38
Qwen2.5-VL-32B 2026.04		38
Gemini 2.5 Pro 2025.11		37
Gemini-2.5-Pro 2026.04		37
Gemini2.5 Pro 2026.04		37
A-Mem 2026.04		36
Qwen3-VL-8B-Thinking 2026.01		32.25
Qwen3-VL-8B-Think 2026.01		32
GPT-4o 2026.01		30.6
Qwen2.5-VL-7B+ReACT 2026.04		28.3
Qwen2.5-VL-7B 2026.04		28.3
Qwen2.5-VL-32B 2026.04		25.8
Qwen2.5-VL-32B 2026.04		25.8
MMSearch-R1* 2026.01		24.65
Qwen2.5-VL-7B 2026.04		23.9
Qwen2.5-VL-7B 2026.04		23.9
UniversalRAG (InternVL3.5-1B) 2025.04		23.35
Oracle 2025.04		23.35
UniversalRAG (Qwen3-VL-2B-Instruct) 2025.04		23.2
Qwen3-VL-30B-A3B-Thinking 2026.01		22.8
Qwen-2.5-VL 2025.11		20.1
Closed-book 2026.01		18.73
Qwen2.5-VL-7B 2026.01		17.4
Qwen2.5-VL-32B 2026.01		16.95
Qwen3-VL-30B-A3B-Instruct 2026.01		16.7
Qwen3-VL-8B-Thinking 2026.01		16.05
Closed-book 2026.01		15.76
CVLM 2024.02		15.45
Qwen-VL 2024.02		15.21
Qwen2.5-VL-7B 2026.01		13.9
Qwen3-VL-8B-Instruct 2026.01		13.8
CVLM (3M IKPairs, Objects=5) 2024.02		11.27
CVLM (3M IKPairs) w/o FKA 2024.02		11.21
CVLM (3M IKPairs, Objects=8) 2024.02		10.78
CVLM 2024.02		10.72
BLIP2 2024.02		10.67
CVLM (3M IKPairs, Objects=3) 2024.02		10.42
InstructBLIP 2024.02		10.3
InstructBLIP 2024.02		10.05
MiniGPT4 2024.02		10.03
CVLM (3M IKPairs, Objects=1) 2024.02		10.01
CVLM w/o FKA 2024.02		9.33
InstructBLIP 2024.02		8.36
LLaVA-v1.5† 2024.02		8.18
CVLM w/o (FKA & VKA) 2024.02		8.18