Share your thoughts, 1 month free Claude Pro on usSee more

Multimodal Reasoning on MathVerse

56.2Accuracy

Qwen2.5-VL-72B w/ RAPID

Updated 4d ago

Evaluation Results

Method
Qwen2.5-VL-72B w/ RAPID 2025.06	56.2	-
PyVision-Image 2026.02	55.8	-
TGRL-DAPO 2026.03	55.21	-
VL-Rethinker-72B 2025.06	54.6	-
Qwen2.5-VL-32B w/ RAPID 2025.06	54.4	-
Qwen2.5-VL-32B w/ RAPID 2025.06	54.3	-
Perception-R1 2026.03	54.3	-
TGRL-DAPO 2026.03	53.51	-
NoisyRollout 2026.03	53	-
DeepEyes-v2 2026.02	52.7	-
DeepEyesV2 2025.11	52.7	-
ReVisual-R1-7B 2025.06	52.7	-
TGRL-GRPO 2026.03	52.5	-
Qwen2.5-VL-7B w/ RAPID 2025.06	52.2	-
MM-Eureka-32B 2025.06	51.5	-
TGRL-GRPO 2026.03	51.08	-
InternVL3-78B 2025.06	51	-
GRPO 2026.03	50.8	-
DAPO 2026.03	50.8	-
DAPO 2026.03	50.6	-
GRPO 2026.03	50.46	-
MM-Eureka-Qwen-7B 2025.12	50.3	-
ThinkLite 2026.03	50.2	-
Ovis2-34B 2025.06	50.1	-
Qwen2.5-VL-32B 2025.06	50.1	-
VLAA-Thinker 2026.03	49.9	-
MSSR 2025.12	49.8	-
GPT-4.1 2025.09	48.9	-
Bagel-Zebra-CoT-7B 2025.09	48.8	-
Qwen2.5-VL-3B w/ RAPID 2025.06	48.6	-
GRPO 2025.12	48.5	-
VLAA-Thinker-7B 2025.12	48.2	-
InternVL3-38B 2025.06	48.2	-
QVQ-72B-Preview 2025.06	48.2	-
OmniCaptioner 2025.06	48	-
OpenVLThinker 2026.03	48	-
RLOO 2025.12	47.8	-
Gemini-2.0-Flash 2025.06	47.7	-
VL-Rethinker-7B 2025.06	47.5	-
ThinkLite-VL-7B 2025.12	47.3	-
DeepEyes 2026.02	47.3	-
DeepEyes 2025.11	47.3	-
Qwen2.5-VL-72B 2025.06	47.3	-
DeepEyes-7B 2025.06	47.3	-
Qwen2.5-VL-72B 2025.06	47.3	-
CodeDance 2026.02	46.8	-
Qwen2.5-VL-7B (Bo8) 2025.06	46.8	-
Claude-3.7-Sonnet 2025.06	46.7	-
Claude3.7-Sonnet 2025.09	46.7	-
Qwen-2.5-VL-7B 2026.03	46.2	-
MM-Eureka-7B 2025.06	46.1	-
R1-Onevision 2026.03	46.1	-
R1-Onevision-7B 2025.12	46	-
OpenVLThinker-7B 2025.12	45.8	-
Qwen2.5-VL-7B 2025.12	45.8	-
Ovis2-16B 2025.06	45.8	-
Qwen2.5-VL-7B 2026.02	45.6	-
Qwen-2.5-VL 2025.11	45.6	-
InternVL3-14B 2025.06	44.4	-
DeepSketcher-7B 2025.09	43.2	-
ECSO 2025.06	42.8	-
REINFORCE++ 2025.12	42.7	-
Ovis2-8B 2025.06	42.3	-
DeepEyes-7B 2025.09	42.2	-
Qwen2.5-VL-7B 2025.09	41.1	-
Qwen2.5-VL-7B 2025.06	41	-
GPT-4o-20241120 2025.06	40.6	-
InternVL3 2025.11	39.8	-
InternVL3-8B 2025.06	39.8	-
MSSR 2025.12	39.6	-
Thyme-VL-7B 2025.09	39.1	-
InternVL3-8B 2025.09	38.5	-
MathCoder-VL 2025.09	37	-
GRPO 2025.12	36.8	-
Mulberry-Qwen-7B 2025.09	35.9	-
RLOO 2025.12	35.7	-
REINFORCE++ 2025.12	35.3	-
Gemma-3-27B 2025.06	34	-
Qwen2.5-VL-3B 2025.12	33.3	-
VILASR-7B 2025.09	29.4	-
Qwen2.5-VL-3B 2025.06	28.8	-
Mirage-7B 2025.09	27.3	-
Gemma-3-12B 2025.06	21.1	-
LLaVA-OV 2025.11	19.3	-
Qwen2.5-VL-7B-Instruct 2026.02	-	39.59
R-CoT 2026.02	-	40.86
Geo170k (G-LLaVA) 2026.02	-	40.36
GeoReasoning 2026.02	-	40.99
PGPS9K 2026.02	-	40.81
TrustGeoGen 2026.02	-	41.02
KD (Geo3K) 2026.02	-	40.52
KD (Our Synthesis) 2026.02	-	40.89
Socratic-Solver-Geo (Stage1) 2026.02	-	40.33
Socratic-Solver-Geo (Stage2) 2026.02	-	41.78
Socratic-Solver-Geo (Stage3) 2026.02	-	45.05