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Mathematical Reasoning on MathVista (Accuracy)

89.2Accuracy

Gemini 3-Pro

Updated 4d ago

Evaluation Results

Method
Gemini 3-Pro 2026.02	89.2	-
Qwen3-VL 2026.02	86.8	-
TwC (Ours) - Img & Txt 2026.02	85.8	-
ERNIE 5.0 2026.02	84.8	-
ERNIE 5.0-Base 2026.02	84.4	-
Qwen3-VL-32B 2025.06	83.8	-
Gemini 2.5-Pro 2026.02	82.7	-
GPT-5 2026.02	82.1	-
InternVL3.5-38B 2025.06	81.9	-
GPT-5-Thinking* 2025.09	81.9	-
GenRecal (InternVL3.5-8B) 2025.06	81.5	-
GenRecal (InternVL3.5-8B) 2025.06	81.3	-
Gemini-2.5-Pro* 2025.09	80.9	-
GenRecal (Qwen3-VL-8B) 2025.06	80.3	-
GenRecal (Qwen3-VL-8B) 2025.06	80.1	-
InternVL3.5-8B 2025.06	78.4	-
Penguin-VL 2026.03	77.4	-
Qwen3-VL-8B 2025.06	77.2	-
Qwen3-VL 2026.03	77.2	-
VL-Cogito-7B + LEAD 2026.03	76.3	-
VL-Rethinker-7B + LEAD 2026.03	75.6	-
VAPO-Thinker-7B 2025.09	75.6	-
ThinkLite-VL 2026.04	75.1	-
TwC (Ours) - Only Image 2026.02	75	-
InternVL2.5-8B-GenRecal 2025.06	74.9	-
Vision-R1-7B + LEAD 2026.03	74.9	-
VL-Rethinker-7B 2026.03	74.9	-
VL-Rethinker 2026.04	74.9	-
V-STAR 2026.04	74.9	-
VL-Cogito-7B 2026.03	74.8	-
VL-Cogito 2026.04	74.8	-
Qwen2.5-VL-32B 2026.02	74.7	-
GeoFocus 2026.02	74.3	-
InternVL-3.5 2026.03	74.2	-
RuCL 2026.02	74.1	-
Vision-R1-7B 2026.01	73.5	-
Vision-R1-7B 2026.03	73.5	-
Vision-R1-7B 2025.09	73.5	-
Vision-R1 2026.04	73.5	-
ThinkLite-VL-7B 2026.02	73.3	-
VL-Rethinker-7B 2026.02	73.27	-
MM-Eureka-7B 2026.02	73	-
Perception-R1-7B 2026.02	72.8	-
VL-Rethinker 2026.04	72.8	-
Claude-Sonnet 4.5 2026.02	72.5	-
InternVL2.5-78B 2025.06	72.3	-
OpenVLThinker 2026.04	72.3	-
GRPO 2026.02	72.1	-
InternVL2.5-8B-GenRecal 2025.06	71.9	-
DeepEyesV2 2026.03	71.9	-
InternVL2.5-38B 2026.02	71.84	-
InternVL3.5-2B 2025.12	71.8	-
InternVL3 2026.03	71.6	-
Semantic-back 2026.03	71.6	-
InternVL3.5-8B 2026.04	71.6	-
Gemini-3-Pro 2026.02	71.5	-
InternVL2.5-8B-GenRecal 2025.06	71.4	-
OpenVLThinker-7B 2026.02	71.38	-
VRE 2026.03	71.2	-
Video-R1-7B 2026.01	71	-
Vision-R1-7B 2026.02	70.63	-
Qwen2-VL-72B 2025.06	70.5	-
AutoV 2025.06	70.5	-
Qwen2.5-VL-7B 2026.02	70.2	-
AutoV 2025.06	70.2	-
DeepEyes 2025.05	70.1	-
DeepEyes 2026.04	70.1	-
Thyme 2026.03	70	-
EMOVA 2024.09	69.9	-
SCF-VR 2026.04	69.8	-
Qwen-VL-2.5-7B-Ours 2026.01	69.4	-
Qwen-VL-2.5-7B-GRPO 2026.01	69.3	-
Circle 2025.06	69.1	-
Qwen2.5-VL* 2025.05	68.3	-
Baseline 2026.02	68.2	-
Qwen2.5-VL 2025.05	68.2	-
Base 2025.06	68.2	-
Full Cache 2025.11	68.2	-
Qwen2.5-VL 2026.03	68.2	-
InternVL2.5-8B* 2025.09	68.2	-
Qwen2.5-VL-7B 2026.04	68.2	-
FGVP 2025.06	68	-
VLAA-Thinker-7B 2025.09	68	-
Qwen2.5-VL-7B 2026.02	67.8	-
Qwen2.5VL 2026.04	67.8	-
Claude-3.5-Sonnet 2025.06	67.7	-
Claude-3.5-Sonnet 2026.02	67.7	-
Sora 2 2026.02	67.6	-
API 2025.06	67.6	-
PAPO 2026.04	67.53	-
GPT-5.2 2026.02	67.5	-
LLaVA-OneVision-72B 2025.06	67.5	-
InternVL2.5-8B-GenRecal 2025.06	67.5	-
Penguin-VL 2026.03	67.3	-
Pragma-VL 2026.02	67.2	-
MM-Eureka 2026.03	67.1	-
VAPO-Thinker-3B 2025.09	67.1	-
AutoV 2025.06	66.8	-
Claude 3.7 2026.03	66.8	-
NVLM-72B 2025.06	66.6	-

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