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Visual Reasoning on MathVista mini (test)

77.6Accuracy

Insight-V++

Updated 29d ago

Evaluation Results

Method	Links
Insight-V++ 2026.03		77.6
Qwen2.5-VL + Multi-Agent (RL) 2026.03		74.5
Qwen2.5-VL 2026.03		69.2
IXC-2.5 2026.03		63.7
POINTS 2026.03		63
Ovis1.5-LLaMA3 2026.03		63
Qwen2-VL 2026.03		61.4
MiniCPM-V-2.6 2026.03		60.6
Insight-V 2026.03		59.9
InternLM-XComposer2 2026.03		59.5
Our Base Model + Multi-Agent 2026.03		58.7
Idefics3-LLaMA3 2026.03		58.4
Our Base Model 2026.03		56.9
MiniCPM-LLaMA3-V 2.5 2026.03		54.3
Insight-V-LLaVA 2026.03		49.8
Cambrian-1 2026.03		49
MM-1.5 2026.03		47.6
LLaVA-NeXT-LLaMA3 + Multi-Agent 2026.03		47.4
LLaVA-NeXT-LLaMA3 2026.03		45.9
DeepSeek-VL 2026.03		36.1
Bunny-LLaMA3 2026.03		34.4