SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 2051–2100 of 2177 papers

TitleStatusHype
Object-based reasoning in VQA—0
Game of Sketches: Deep Recurrent Models of Pictionary-style Word GuessingCode0
Tell-and-Answer: Towards Explainable Visual Question Answering using Attributes and Captions—0
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 Networks—0
Interpretable Counting for Visual Question Answering—0
Visual Explanations from Hadamard Product in Multimodal Deep Networks—0
IQA: Visual Question Answering in Interactive EnvironmentsCode0
Learning by Asking Questions—0
Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks—0
Multimodal Learning and Reasoning for Visual Question Answering—0
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-end—0
Visual Question Answering as a Meta Learning Task—0
Locally Smoothed Neural NetworksCode0
Are You Talking to Me? Reasoned Visual Dialog Generation through Adversarial Learning—0
Adversarial Attacks Beyond the Image Space—0
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 Models—0
High-Order Attention Models for Visual Question AnsweringCode0
Active Learning for Visual Question Answering: An Empirical StudyCode0
iVQA: Inverse Visual Question Answering—0
Fooling Vision and Language Models Despite Localization and Attention Mechanism—0
Survey of Recent Advances in Visual Question Answering—0
Visual Reference Resolution using Attention Memory for Visual Dialog—0
Visual Question Generation as Dual Task of Visual Question Answering—0
Exploring Human-like Attention Supervision in Visual Question Answering—0
Robustness Analysis of Visual QA Models by Basic Questions—0
Data Augmentation for Visual Question Answering—0
Memory Augmented Neural Networks for Natural Language Processing—0
VQS: Linking Segmentations to Questions and Answers for Supervised Attention in VQA and Question-Focused Semantic SegmentationCode0
Beyond Bilinear: Generalized Multimodal Factorized High-order Pooling for Visual Question AnsweringCode0
Tips and Tricks for Visual Question Answering: Learnings from the 2017 ChallengeCode0
Learning to Disambiguate by Asking Discriminative Questions—0
Structured Attentions for Visual Question AnsweringCode0
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question AnsweringCode0
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering ModelsCode0
Improved Bilinear Pooling with CNNs—0
Video Question Answering via Attribute-Augmented Attention Network Learning—0
Visual Question Answering with Memory-Augmented Networks—0
Effective Approaches to Batch Parallelization for Dynamic Neural Network ArchitecturesCode0
Modulating early visual processing by languageCode0
Segmentation Guided Attention Networks for Visual Question Answering—0
Kernel Pooling for Convolutional Neural Networks—0
Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension—0
Multi-Level Attention Networks for Visual Question Answering—0
Knowledge Acquisition for Visual Question Answering via Iterative Querying—0
Compact Tensor Pooling for Visual Question Answering—0
Show:102550
← PrevPage 42 of 44Next →
All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24—Unverified
2Qwen2-VL-72BGPT-4 score74—Unverified
3InternVL2.5-78BGPT-4 score72.3—Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2—Unverified
5Lyra-ProGPT-4 score71.4—Unverified
6GLM-4V-PlusGPT-4 score71.1—Unverified
7Phantom-7BGPT-4 score70.8—Unverified
8InternVL2.5-38BGPT-4 score68.8—Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6—Unverified
10Baichuan-Omni (7B)GPT-4 score65.4—Unverified