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ResearchFormerly WizWand

Multimodal Reasoning on MathVerse (testmini)

57.6Mean@1 AccuracyQwen2.5-VL-72B
18.18428.41738.6548.883Dec 8, 2025
Updated 8mo ago

Evaluation results

MethodLinks
Qwen2.5-VL-72BModel Category=General Multimodal LLM, Parameters=72B2025.1257.6
SRPO-7BModel Category=Reasoning Multimodal LLM, Parameters=7B2025.1255.8
ReLaX-VL-7BModel Category=Reasoning Multimodal LLM, Parameters=7B2025.1255.7
VL-Rethinker-7BModel Category=Reasoning Multimodal LLM, Parameters=7B2025.1254.2
Vision-R1-7BModel Category=Reasoning Multimodal LLM, Parameters=7B2025.1252.4
MM-Eureka-7BModel Category=Reasoning Multimodal LLM, Parameters=7B2025.1250.3
Qwen2.5-VL-7BModel Category=General Multimodal LLM, Parameters=7B2025.1249.2
OpenVLThinker-7BModel Category=Reasoning Multimodal LLM, Parameters=7B2025.1247.9
ReLaX-VL-3BModel Category=Reasoning Multimodal LLM, Parameters=3B2025.1246.2
Kimi-VL-16BModel Category=General Multimodal LLM, Parameters=16B2025.1244.9
MM-Eureka-8BModel Category=Reasoning Multimodal LLM, Parameters=8B2025.1240.4
R1-VL-7BModel Category=Reasoning Multimodal LLM, Parameters=7B2025.1240
Intern2.5-VL-8BModel Category=General Multimodal LLM, Parameters=8B2025.1239.5
Qwen2.5-VL-3BModel Category=General Multimodal LLM, Parameters=3B, reproduced=true2025.1233.5
Llava-OV-7BModel Category=General Multimodal LLM, Parameters=7B2025.1226.2
Intern2-VL-8BModel Category=General Multimodal LLM, Parameters=8B2025.1222.8
Qwen2-VL-7BModel Category=General Multimodal LLM, Parameters=7B2025.1219.7