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Diagram Understanding on AI2D

94.2Accuracy

GPT-4o

Updated 2d ago

Evaluation Results

Method	Links
GPT-4o 2024.08		94.2
LaVer 2025.12		92.71
Gemini 2.5 Pro 2026.02		90.9
LaVer 2025.12		89.09
VLSI-2B 2024.12		89
VLSI-2B 2024.12		89
Claude-3-Sonnet 2026.02		88.7
Qwen2-VL-72B 2024.12		88.3
Grok-1.5V 2026.02		88.3
Claude-3-Opus 2026.02		88.1
Baseline 2025.12		88
InternVL3.5-38B 2025.12		87.8
InternVL2-76B 2024.12		87.6
LaVer 2025.12		87.46
VLSI-7B 2024.12		87.3
Baseline 2025.12		86.51
LLaVA-OV-72B 2024.12		86.2
Baseline 2025.12		86.02
LLaVA-OneVision-72B 2024.08		85.6
GPT-4o (0806) 2024.12		84.7
GPT-4o-0513 2024.09		84.6
GPT4o 2026.02		84.6
Qwen3-VL + DiG 2025.12		84.1
Qwen2.5-VL 72B 2025.12		83.9
InternVL2-8B 2024.09		83.6
Molmo-72B 2024.12		83.4
LaVer 2025.12		83.3
SAYO-Qwen-8B 2026.02		83.06
OpenVLThinker-7B 2026.02		82.61
Ovis1.5-LLAMA3-8B 2024.09		82.5
Qwen3-VL 2025.12		82.5
OneVision 2024.09		82.4
GPT-4o 2024.06		82.2
Qwen3-VL + DiG 2025.12		82.2
Qwen3-VL-8B-Thinking 2026.02		82.2
Semantic-back-7B 2026.02		81.74
Baseline 2025.12		81.61
IXC-2.5 2024.09		81.6
LLaVA-OneVision-7B 2024.08		81.4
IXC2-VL 2024.04		81.2
InternLM-XComposer2 2024.06		81.2
Qwen3-VL 2025.12		81
IXC2-4KHD 2024.04		80.9
POINTS-7B 2024.09		80.9
NoisyRollout-7B 2026.02		80.73
InternVL-Chat-v1.5 2024.06		80.6
SAYO-Qwen-4B 2026.02		80.51
Gemini-1.5 2026.02		80.3
Claude3.5-Sonnet 2024.12		80.2
Claude3.5-Sonnet 2024.09		80.2
NVLM-D-72B 2024.12		80.1
SAP 2026.02		80.1
ViGoRL 2026.02		79.7
Cambrian-34B 2024.12		79.5
Phantom-7B 2024.12		79.5
Cambrian-34B 2024.09		79.5
Qwen3-VL-8B-Instruct 2026.02		79.2
Gemini-1.5-Pro 2024.12		79.1
Gemini-1.5-Pro 2024.09		79.1
InternVL2-4B 2024.12		78.9
LLaVA-NeXT-34B 2024.12		78.9
LLaVA-NeXT (Yi-34B) 2024.06		78.9
GPT-4V (0409) 2024.12		78.6
TroL-7B 2024.12		78.5
TroL-7B 2024.06		78.5
POINTS-9B 2024.09		78.5
InternVL3.5-30B-A3B 2026.02		78.47
MiniCPM-Llama3-V2.5 2024.08		78.4
LaVer 2025.12		78.28
GPT-4V 2024.08		78.2
VideoLLaMA3 2025.12		78.2
GPT-4V 2026.02		78.2
VILA1.5-40B 2024.12		77.8
Kimi-VL-16B 2026.02		77.04
SAYO-InternVL-8B 2026.02		76.88
StreamChat 7B 2025.12		76.6
Idefics3-LLAMA3-8B 2024.09		76.5
LaVer 2025.12		76.28
EVLM-Chat 2024.08		76
GPT-4v 2024.06		75.9
Baseline 2025.12		75.71
Qwen3-VL-8B 2026.02		75.55
Qwen3-VL-4B 2026.02		75.16
InternVL3.5-38B 2026.02		75.1
InternVL2.5 2025.12		74.9
Cambrian 2024.08		74.6
R1-Onevision-7B 2026.02		74.45
MM1-7B 2024.06		74.4
Baseline 2025.12		74.17
InternVL2-2B 2024.12		74.1
LLAVA-Interleave 2024.08		73.9
TroL-3.8B 2024.12		73.6
mPLUG-Owl3 2024.08		73.4
mPLUG-Owl3 8B 2025.12		73.4
InternVL3.5-8B 2026.02		73.22
Idefics2 2024.08		72.3
LLaVA-Next 2024.04		72.2
LLaVA-NeXT (Vicuna-13B) 2024.06		72.2
Qwen3-VL-30B-A3B 2026.02		71.76
Phantom-3.8B 2024.12		71.7

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