SOTAVerified

Visual Question Answering

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Papers

Showing 20512075 of 2177 papers

TitleStatusHype
Object-based reasoning in VQA0
Game of Sketches: Deep Recurrent Models of Pictionary-style Word GuessingCode0
Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions0
DVQA: Understanding Data Visualizations via Question AnsweringCode0
Structured Triplet Learning with POS-tag Guided Attention for Visual Question AnsweringCode0
Not-So-CLEVR: Visual Relations Strain Feedforward Neural Networks0
Interpretable Counting for Visual Question Answering0
Visual Explanations from Hadamard Product in Multimodal Deep Networks0
IQA: Visual Question Answering in Interactive EnvironmentsCode0
Learning by Asking Questions0
Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks0
Multimodal Learning and Reasoning for Visual Question Answering0
Don't Just Assume; Look and Answer: Overcoming Priors for Visual Question AnsweringCode0
Hyper-dimensional computing for a visual question-answering system that is trainable end-to-end0
Visual Question Answering as a Meta Learning Task0
Locally Smoothed Neural NetworksCode0
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning0
Adversarial Attacks Beyond the Image Space0
Co-attending Free-form Regions and Detections with Multi-modal Multiplicative Feature Embedding for Visual Question AnsweringCode0
Co-attending Regions and Detections with Multi-modal Multiplicative Embedding for VQACode0
A Novel Framework for Robustness Analysis of Visual QA Models0
High-Order Attention Models for Visual Question AnsweringCode0
Active Learning for Visual Question Answering: An Empirical StudyCode0
iVQA: Inverse Visual Question Answering0
Fooling Vision and Language Models Despite Localization and Attention Mechanism0
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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