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Visual Question Answering

MLLM Leaderboard

Papers

Showing 101110 of 2177 papers

TitleStatusHype
LLMGA: Multimodal Large Language Model based Generation AssistantCode2
MathVista: Evaluating Mathematical Reasoning of Foundation Models in Visual ContextsCode2
Large Continual Instruction AssistantCode2
LinVT: Empower Your Image-level Large Language Model to Understand VideosCode2
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMsCode2
CoLLaVO: Crayon Large Language and Vision mOdelCode2
Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert ReasonerCode2
LingoQA: Visual Question Answering for Autonomous DrivingCode2
LLaMA-VID: An Image is Worth 2 Tokens in Large Language ModelsCode2
AutoTrust: Benchmarking Trustworthiness in Large Vision Language Models for Autonomous DrivingCode2
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified