SOTAVerified

Visual Question Answering

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Papers

Showing 651660 of 2177 papers

TitleStatusHype
Neural Module NetworksCode0
No Images, No Problem: Retaining Knowledge in Continual VQA with Questions-Only MemoryCode0
BLOCK: Bilinear Superdiagonal Fusion for Visual Question Answering and Visual Relationship DetectionCode0
DocMIA: Document-Level Membership Inference Attacks against DocVQA ModelsCode0
MUTAN: Multimodal Tucker Fusion for Visual Question AnsweringCode0
DLaVA: Document Language and Vision Assistant for Answer Localization with Enhanced Interpretability and TrustworthinessCode0
Answering Questions about Data Visualizations using Efficient Bimodal FusionCode0
MUREL: Multimodal Relational Reasoning for Visual Question AnsweringCode0
Answering Diverse Questions via Text Attached with Key Audio-Visual CluesCode0
Music's Multimodal Complexity in AVQA: Why We Need More than General Multimodal LLMsCode0
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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