SOTAVerified

Visual Question Answering

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Papers

Showing 321330 of 2177 papers

TitleStatusHype
JDocQA: Japanese Document Question Answering Dataset for Generative Language ModelsCode1
Beyond Embeddings: The Promise of Visual Table in Visual ReasoningCode1
Quantifying and Mitigating Unimodal Biases in Multimodal Large Language Models: A Causal PerspectiveCode1
IllusionVQA: A Challenging Optical Illusion Dataset for Vision Language ModelsCode1
Multi-Agent VQA: Exploring Multi-Agent Foundation Models in Zero-Shot Visual Question AnsweringCode1
Language Repository for Long Video UnderstandingCode1
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language ModelsCode1
SQ-LLaVA: Self-Questioning for Large Vision-Language AssistantCode1
Can We Talk Models Into Seeing the World Differently?Code1
Multi-modal Auto-regressive Modeling via Visual WordsCode1
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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