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Visual Question Answering on InfoVQA (val)

87.9Accuracy

ConFoThinking (Qwen3-VL-8B)

Updated 9d ago

Evaluation Results

Method	Links
ConFoThinking (Qwen3-VL-8B) 2026.02		87.9
ConFoThinking (Qwen3-VL-4B) 2026.02		86.4
Qwen3-VL 2026.01		83.13
Qwen3-VL-8B (with tools) 2026.02		83.1
Baseline (No Recompute) 2026.03		83.07
MiMo-VL 2026.01		83.04
MiMo-VL 2026.01		82.92
ConFoThinking (Qwen2.5-VL-7B) 2026.02		82.1
Qwen3-VL-8B 2026.02		81.7
Qwen3-VL-4B (with tools) 2026.02		81.1
Pixel-Reasoner 2026.02		79.8
Qwen2.5-VL-7B + Q-Zoom 2026.04		79.4
Innovator-VL 2026.01		79.37
Qwen3-VL-4B 2026.02		79.3
InternVL3.5-8B 2026.02		79.2
LLaVA-OV 2026.01		79.03
Innovator-VL 2026.01		78.11
LLaVA-OneVision-1.5-8B 2026.02		78.1
Qwen2.5-VL-7B 2026.02		77.9
Qwen3-VL-4B + Q-Zoom 2026.04		77.1
Qwen2.5-VL-7B + SD-RPN 2026.04		76.9
InternVL2.5-MPO 2025.01		76.2
ZoomEye 2026.02		76.2
Qwen2-VL 2025.01		75.9
InternVL2.5 2025.01		75.5
Qwen3-VL-4B + SD-RPN 2026.04		75.4
SAIL-VL-8B 2025.01		75.2
Intern-S1 2026.01		75.16
Visual Sketchpad 2026.02		75.1
InternVL3.5 2026.01		74.71
Qwen2.5-VL-3B + Q-Zoom 2026.04		74.5
InfoFlow KV 2026.03		73.07
DeepSeekVL-2-Small 2025.01		72.5
MiniCPM-V 2026.01		72.14
CacheBlend 2026.03		72
Qwen3-VL-2B 2025.12		71.9
No Recompute 2026.03		71.64
jina-vlm 2025.12		71.6
EPIC 2026.03		71.51
SEAL 2026.02		70.2
Qwen2.5-VL-7B 2026.04		70.1
InternVL3.5-2B 2025.12		69.3
Qwen3-VL-4B 2026.04		68
InternVL3-2B 2025.12		67.1
Qwen2.5-VL-3B + SD-RPN 2026.04		67
LLaDA-V 2026.03		66.3
Qwen2-VL-2B 2025.12		64
Qwen2.5-VL-3B 2026.04		62.4
InfoFlow KV 2026.03		62.23
InternVL2 2025.01		61.5
InternVL3.5-1B 2025.11		60.99
CacheBlend 2026.03		58.56
LFM2-VL-1.6B 2025.11		58.35
ICoT 2026.02		58.1
No Recompute 2026.03		57.88
EPIC 2026.03		57.82
LLaDA-o 2026.03		54.7
RADIOv2.5-H + Tiling 2024.12		46.5
RADIOv2.5-H 2024.12		45.6
LaViDa-O 2026.03		44.6
LFM2-VL-450M 2025.11		44.56
Emu3 2026.03		43.8
SigLIP-SO400M 2024.12		40.9
SigLIP SO400M + Tiling 2024.12		40.1
RADIOv2.5-H 2024.12		37.6
RADIOv2.5-H 2024.12		37
RADIOv2.5-H 2024.12		36.7
SigLIP-SO400M 2024.12		36
LaViDa-L 2026.03		34.2
OpenAI-CLIP 2024.12		33
RADIOv2.5-g 2024.12		30.9
RADIOv2.5-H 2024.12		30.8
AM-RADIO-H 2024.12		30.6
RADIOv2.5-L 2024.12		29.8
SigLIP-SO400M 2024.12		29.2
OpenAI-CLIP 2024.12		27.4
RADIOv2.1-H 2024.12		26.2
LLaVA-1.5-13B + ViCrop 2026.04		25.9
LLaVA-1.5-13B + Q-Zoom 2026.04		25.1
RADIOv2.1-H 2024.12		24.8
LLaVA-1.5-13B + SD-RPN 2026.04		24.8
LLaVA-1.5-13B + S2 2026.04		24.7
SmolVLM2-500M 2025.11		24.64
LLaVA-1.5-13B 2026.04		23.4
LLaVA-1.5-7B + S2 2026.04		22.5
LLaVA-1.5-7B + Q-Zoom 2026.04		22.4
LLaVA-1.5-7B + SD-RPN 2026.04		22.3
LLaVA-1.5-7B + ViCrop 2026.04		21.4
LLaVA-1.5-7B 2026.04		20.4
MMaDA 2026.03		14.9
Lumina-DiMOO 2026.03		6.2