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Visual Question Answering

MLLM Leaderboard

Papers

Showing 20762100 of 2177 papers

TitleStatusHype
Data Augmentation for Visual Question Answering0
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 Questions0
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
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question AnsweringCode1
Improved Bilinear Pooling with CNNs0
Video Question Answering via Attribute-Augmented Attention Network Learning0
Visual Question Answering with Memory-Augmented Networks0
Effective Approaches to Batch Parallelization for Dynamic Neural Network ArchitecturesCode0
Modulating early visual processing by languageCode0
Multi-Level Attention Networks for Visual Question Answering0
Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension0
Kernel Pooling for Convolutional Neural Networks0
Knowledge Acquisition for Visual Question Answering via Iterative Querying0
Segmentation Guided Attention Networks for Visual Question Answering0
Compact Tensor Pooling for Visual Question Answering0
A simple neural network module for relational reasoningCode0
Deep learning evaluation using deep linguistic processing0
MUTAN: Multimodal Tucker Fusion for Visual Question AnsweringCode0
Learning Convolutional Text Representations for Visual Question AnsweringCode0
Survey of Visual Question Answering: Datasets and Techniques0
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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