SOTAVerified

Visual Question Answering

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Papers

Showing 19762000 of 2177 papers

TitleStatusHype
Dynamic Fusion with Intra- and Inter- Modality Attention Flow for Visual Question Answering0
Learning Representations of Sets through Optimized PermutationsCode0
Spatial Knowledge Distillation to aid Visual Reasoning0
Recursive Visual Attention in Visual DialogCode0
Multi-task Learning of Hierarchical Vision-Language Representation0
Learning to Specialize with Knowledge Distillation for Visual Question Answering0
Chain of Reasoning for Visual Question Answering0
From Known to the Unknown: Transferring Knowledge to Answer Questions about Novel Visual and Semantic Concepts0
Visual Question Answering as Reading Comprehension0
CLEAR: A Dataset for Compositional Language and Elementary Acoustic ReasoningCode0
Visual Entailment Task for Visually-Grounded Language Learning0
A dataset of clinically generated visual questions and answers about radiology images0
Explicit Bias Discovery in Visual Question Answering Models0
Zero-Shot Transfer VQA Dataset0
Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering0
Compositional Attention Networks for Interpretability in Natural Language Question Answering0
Do Explanations make VQA Models more Predictable to a Human?0
TallyQA: Answering Complex Counting QuestionsCode0
Knowing Where to Look? Analysis on Attention of Visual Question Answering System0
Overcoming Language Priors in Visual Question Answering with Adversarial Regularization0
Neural-Symbolic VQA: Disentangling Reasoning from Vision and Language UnderstandingCode0
Transfer Learning via Unsupervised Task Discovery for Visual Question AnsweringCode0
Textually Enriched Neural Module Networks for Visual Question Answering0
The Wisdom of MaSSeS: Majority, Subjectivity, and Semantic Similarity in the Evaluation of VQA0
Visual Coreference Resolution in Visual Dialog using Neural Module NetworksCode0
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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