SOTAVerified

Visual Question Answering

MLLM Leaderboard

Papers

Showing 20762100 of 2177 papers

TitleStatusHype
Survey of Recent Advances in Visual Question Answering0
Visual Reference Resolution using Attention Memory for Visual Dialog0
Visual Question Generation as Dual Task of Visual Question Answering0
Exploring Human-like Attention Supervision in Visual Question Answering0
Robustness Analysis of Visual QA Models by Basic Questions0
Data Augmentation for Visual Question Answering0
Memory Augmented Neural Networks for Natural Language Processing0
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
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
Segmentation Guided Attention Networks for Visual Question Answering0
Kernel Pooling for Convolutional Neural Networks0
Are You Smarter Than a Sixth Grader? Textbook Question Answering for Multimodal Machine Comprehension0
Multi-Level Attention Networks for Visual Question Answering0
Knowledge Acquisition for Visual Question Answering via Iterative Querying0
Compact Tensor Pooling for Visual Question Answering0
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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