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Visual Question Answering

MLLM Leaderboard

Papers

Showing 111120 of 2177 papers

TitleStatusHype
Efficient Large Multi-modal Models via Visual Context CompressionCode2
BiMediX2: Bio-Medical EXpert LMM for Diverse Medical ModalitiesCode2
Beyond Text: Frozen Large Language Models in Visual Signal ComprehensionCode2
LingoQA: Visual Question Answering for Autonomous DrivingCode2
LinVT: Empower Your Image-level Large Language Model to Understand VideosCode2
BLIVA: A Simple Multimodal LLM for Better Handling of Text-Rich Visual QuestionsCode2
Patho-R1: A Multimodal Reinforcement Learning-Based Pathology Expert ReasonerCode2
List Items One by One: A New Data Source and Learning Paradigm for Multimodal LLMsCode2
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-ExpertsCode2
LLaVA-Plus: Learning to Use Tools for Creating Multimodal AgentsCode2
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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