SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 7180 of 2177 papers

TitleStatusHype
Baichuan-Omni Technical ReportCode3
Evaluating Text-to-Visual Generation with Image-to-Text GenerationCode3
Monkey: Image Resolution and Text Label Are Important Things for Large Multi-modal ModelsCode3
MoAI: Mixture of All Intelligence for Large Language and Vision ModelsCode3
M3D: Advancing 3D Medical Image Analysis with Multi-Modal Large Language ModelsCode3
LLaVA-Phi: Efficient Multi-Modal Assistant with Small Language ModelCode3
Lyra: An Efficient and Speech-Centric Framework for Omni-CognitionCode3
DriveLM: Driving with Graph Visual Question AnsweringCode3
Efficient Multimodal Large Language Models: A SurveyCode3
Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive SurveyCode3
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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