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Multimodal Mathematical Reasoning on MathVista MINI

0.878Accuracy

Qwen3.5-27B

Updated 1mo ago

Evaluation Results

Method	Links
Qwen3.5-27B 2026.04		0.878
Qwen3-VL-32B 2026.04		0.859
Qwen3-VL-235B-A22B 2026.04		0.858
EXAONE 4.5 33B 2026.04		0.85
Qwen3-VL-8B-Instruct + CARE 2025.12		0.821
MiMo-VL-7B-SFT 2025.12		0.818
MiMo-VL-7B 2026.03		0.818
MiMo-VL-7B-RL 2025.12		0.815
Qwen3-VL-8B-Thinking 2025.12		0.814
MiMo-VL-7B +PC 2026.03		0.808
Keye-VL-1.5-8B 2025.12		0.807
Qwen3-VL-4B-Thinking 2025.12		0.795
GPT-5 mini 2026.04		0.791
InternVL3.5-8B 2026.06		0.784
Metis 2026.04		0.78
Qwen3-VL-8B-Instruct 2025.12		0.772
InternVL-3.5 2026.05		0.771
Qwen3-VL-8B-Instruct 2026.04		0.763
Qwen2.5-VL-72B-IT 2025.06		0.758
Qwen3-VL-Seg 2026.05		0.755
ThinkLite-VL-7B 2026.04		0.751
M2-Reasoning 2025.12		0.75
VL-Rethinker-7B 2026.04		0.749
Qwen2.5-VL-7B + CARE 2025.12		0.747
InternVL3.5-8B-Instruct 2025.12		0.742
InternVL3.5-8B-MPO 2025.12		0.742
Perception-R1-7B 2025.06		0.742
Qwen2.5-VL-7B + GSPO 2025.12		0.741
OpenAI-o1 2025.06		0.739
VideoAuto-R1 2026.01		0.737
Qwen3-VL-4B-Instruct 2025.12		0.737
Qwen3-VL 2026.05		0.737
Vision-R1-7B 2025.12		0.735
InternVL3.5-4B (+OPD) 2026.06		0.733
GPT-5-Nano 2025.12		0.731
Vision-R1-7B 2025.06		0.731
InternVL3.5-4B (+GNDPO) 2026.06		0.73
Qwen2.5-VL-7B + DAPO 2025.12		0.726
MM-Eureka-7B 2026.04		0.726
MM-Eureka-7B 2025.06		0.725
D2Ipar 2025.07		0.722
DeepEyesV2 2026.04		0.719
VLAA-Thinker-7B 2026.04		0.717
InternVL3-8B 2026.04		0.716
InternVL3.5-4B (Base (Instruct)) 2026.06		0.714
InternVL3.5-4B (+GSPO) 2026.06		0.714
Gemini-2.0-Pro 2025.12		0.713
OpenVLThinker-7B 2025.06		0.713
Qwen3-VL 2026.05		0.709
VLAA-Thinker-7B 2025.06		0.707
SophiaVL-R1-7B 2025.06		0.706
OpenVLThinker-7B 2025.07		0.702
DeepEyes 2025.12		0.701
DeepEyes 2026.04		0.701
Thyme 2026.04		0.7
D2Iloc 2025.07		0.699
D2Ijus 2025.07		0.697
LLaVA-OneVision-1.5 8B 2025.12		0.696
Qwen2.5-VL-7B +PC 2026.03		0.696
Qwen2.5-VL-7B w/ GRPO† 2025.07		0.695
Qwen2.5-VL-7B 2026.01		0.694
Qwen2.5-VL-7B + GRPO 2025.12		0.689
Qwen2.5-VL-7B 2025.12		0.686
Qwen-2.5-VL-7B-Instruct 2026.04		0.683
Qwen2.5-VL-7B 2026.03		0.682
Qwen2.5-VL-7B* 2025.07		0.682
Qwen2.5-VL-7B-IT 2025.06		0.681
Qwen2.5-VL-7B w/ GRPO 2025.07		0.681
D2Dloc 2025.07		0.68
FineViT-VL 2026.03		0.677
Claude-Sonnet-3.7 2025.12		0.668
Claude-3.7-Sonnet 2025.06		0.668
Qwen2.5-VL-3B + CARE 2025.12		0.665
InternVL3.5-2B (+GNDPO) 2026.06		0.66
D2Djus 2025.07		0.657
R1-OneVision-7B 2025.06		0.65
InternVL3.5-2B (+OPD) 2026.06		0.647
InternVL2.5-8B 2025.06		0.644
InternVL2.5-8B 2025.07		0.644
R1-Onevision-7B 2025.07		0.641
GPT-4o 2025.12		0.638
GPT-4o 2025.06		0.638
GPT-4o 2025.07		0.638
Qwen2.5-VL-3B +PC 2026.03		0.633
R1-VL-7B 2025.06		0.627
D2Dpar 2025.07		0.626
Qwen2.5-VL-3B 2026.03		0.623
InternVL3.5-2B (+GSPO) 2026.06		0.623
Qwen2.5-VL-3B-Instruct 2025.12		0.62
Qwen2.5-VL-3B 2025.12		0.62
Intern3.5-VL 2026.03		0.615
InternVL3.5-2B (Base (Instruct)) 2026.06		0.608
MobileNet-Qwen 2025.12		0.606
URSA-7B 2025.06		0.598
Aquila-VL 2026.03		0.593
Qwen2-VL-7B-IT 2025.06		0.586
LLaVA-OneVision 2026.04		0.586
InternVL2-8B 2025.07		0.583
Qwen2-VL-7B 2025.07		0.582
GPT-4V 2025.07		0.581

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