SOTAVerified

Visual Question Answering

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Papers

Showing 17511775 of 2177 papers

TitleStatusHype
A Dataset and Baselines for Visual Question Answering on ArtCode1
Visual Question Answering on Image Sets0
Document Visual Question Answering Challenge 20200
DeVLBert: Learning Deconfounded Visio-Linguistic RepresentationsCode1
Assisting Scene Graph Generation with Self-Supervision0
TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering0
Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision0
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question AnsweringCode0
Semantic Equivalent Adversarial Data Augmentation for Visual Question AnsweringCode1
Learning to Discretely Compose Reasoning Module Networks for Video CaptioningCode1
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder0
Applying recent advances in Visual Question Answering to Record LinkageCode0
Image Captioning with Compositional Neural Module Networks0
IQ-VQA: Intelligent Visual Question AnsweringCode0
Eliminating Catastrophic Interference with Biased Competition0
Visual Question Answering as a Multi-Task Problem0
The Impact of Explanations on AI Competency Prediction in VQA0
Scene Graph Reasoning for Visual Question Answering0
DocVQA: A Dataset for VQA on Document ImagesCode1
Towards Visual Dialog for Radiology0
Aligned Dual Channel Graph Convolutional Network for Visual Question Answering0
Multimodal Neural Graph Memory Networks for Visual Question Answering0
Ontology-guided Semantic Composition for Zero-Shot LearningCode1
Improving VQA and its Explanations \\ by Comparing Competing Explanations0
Graph Optimal Transport for Cross-Domain AlignmentCode1
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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