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Chart Understanding and Reasoning on ChartQA

89.6Accuracy

InternVL3.5-38B

Updated 8d ago

Evaluation Results

Method	Links
InternVL3.5-38B 2026.04		89.6
InternVL3.5-38B + LoT 2026.04		89
InternVL-3-8B 2025.08		86.6
Insight-V++ 2026.03		86.1
Qwen2.5-VL + Multi-Agent (RL) 2026.03		85.9
InternVL3.5-4B 2026.04		85.9
GazeVLM (Ours) 2026.05		85.8
GazeVLM (w/o gaze bias) 2026.05		85.5
DUEL 2026.05		85.5
InternVL3.5-4B + LoT 2026.04		85.4
EvoLMM 2026.05		85.1
Vision-Zero(CLEVR) 2026.05		84.9
MM-UPT 2026.05		84.7
Qwen2.5-VL 2026.03		84.5
OpenVLThinker-7B 2026.05		84.5
DUEL 2026.05		84.4
InternVL3.5-8B 2026.04		84.3
Shuffle-R1-Qwen-7B 2025.08		84.1
Vision-R1-LlamaV-CI-11B 2026.05		83.9
VLAA-Thinker-7B 2026.05		83.8
Qwen2.5-VL-7B 2026.05		83.4
Qwen2.5-VL-7B 2026.05		83.3
Qwen3-VL-4B 2026.05		83.2
Vision-R1-7B 2025.08		83.1
Qwen2-VL 2026.03		83
Qwen3-VL-8B-Instruct 2026.02		82.7
Qwen3-VL-4B + LoT 2026.04		82.3
IXC-2.5 2026.03		82.2
MMR1-Math-7B 2025.08		82
ThinkLite-VL-7B 2025.08		82
Qwen2-VL-7B + LoT 2026.04		82
Qwen3-VL-8B 2026.04		82
Qwen2-VL-7B 2026.04		81.6
Insight-V 2026.03		81.5
NoisyRollout-7B-K12 2025.08		81.4
Gemini-1.5 2026.02		81.3
Our Base Model + Multi-Agent 2026.03		81.2
Claude-3-Sonnet 2026.02		81.1
Claude-3-Opus 2026.02		80.8
Qwen3-VL-4B 2026.04		80.7
VLAA-Thinker-7B 2025.08		80.1
Shuffle-R1-Qwen-3B 2025.08		79.9
Qwen2.5-VL-7B 2025.08		79.8
InternVL3.5-8B + LoT 2026.04		79.7
Qwen2.5-VL-3B + LoT 2026.04		79.5
Qwen2.5-VL-7B + LoT 2026.04		79.4
Qwen3-VL-8B + LoT 2026.04		79.4
InternVL-2.5-8B 2025.08		79.1
Qwen2.5-VL-3B 2026.04		79.1
MM-Eureka-Qwen-7B 2025.08		79
VL-Rethinker-7B 2025.08		79
Qwen3.5-4B-Inst 2026.05		78.8
MM-1.5 2026.03		78.6
GPT-4V 2026.02		78.5
OpenVLThinker-7B 2025.08		78.4
SAP 2026.02		78.1
R1-OneVision-7B 2025.08		77.8
Insight-V-LLaVA 2026.03		77.4
Qwen3-VL-8B-Thinking 2026.02		77.2
Qwen2.5-VL-7B 2026.04		77
Ovis1.5-LLaMA3 2026.03		76.4
Grok-1.5V 2026.02		76.1
R1-VL-7B 2025.08		76.1
Our Base Model 2026.03		75.7
SFT-Oracle 2026.05		75.34
Idefics3-LLaMA3 2026.03		74.8
LLaVA-NeXT-LLaMA3 + Multi-Agent 2026.03		74.6
VISTA-SFT 2026.05		73.68
Qwen2-VL-2B 2026.04		73.4
Cambrian-1 2026.03		73.3
Qwen2-VL-2B + LoT 2026.04		73.2
Qwen2.5-VL-3B 2025.08		73.1
R3V 2026.05		73.1
STaR+ 2026.05		72.81
STaR 2026.05		72.46
SFT-Seed 2026.05		72.32
InternLM-XComposer2 2026.03		71.8
LLaVA-NeXT-LLaMA3 2026.03		69.4
SFT-Oracle 2026.05		65.98
VISTA-SFT 2026.05		62.09
STaR+ 2026.05		61.89
R3V 2026.05		61.31
STaR 2026.05		61.18
SFT-Seed 2026.05		60.82
DeepSeek-VL 2026.03		59.1
Qwen2.5-VL-32B + LoT 2026.04		48.2
Qwen2.5-VL-32B 2026.04		35.7