SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 291300 of 2177 papers

TitleStatusHype
Visual Agents as Fast and Slow ThinkersCode1
Surgical-VQLA++: Adversarial Contrastive Learning for Calibrated Robust Visual Question-Localized Answering in Robotic SurgeryCode1
Boosting Audio Visual Question Answering via Key Semantic-Aware CuesCode1
INF-LLaVA: Dual-perspective Perception for High-Resolution Multimodal Large Language ModelCode1
Learning Trimodal Relation for AVQA with Missing ModalityCode1
HaloQuest: A Visual Hallucination Dataset for Advancing Multimodal ReasoningCode1
Visual Haystacks: A Vision-Centric Needle-In-A-Haystack BenchmarkCode1
CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding EvaluationCode1
MM-Instruct: Generated Visual Instructions for Large Multimodal Model AlignmentCode1
STLLaVA-Med: Self-Training Large Language and Vision Assistant for Medical Question-AnsweringCode1
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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