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Visual Question Answering

MLLM Leaderboard

Papers

Showing 19762000 of 2177 papers

TitleStatusHype
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
Gated Hierarchical Attention for Image CaptioningCode1
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
Faithful Multimodal Explanation for Visual Question AnsweringCode1
Visual Coreference Resolution in Visual Dialog using Neural Module NetworksCode0
Cascaded Mutual Modulation for Visual ReasoningCode0
Interpretable Visual Question Answering by Reasoning on Dependency Trees0
Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering0
Deep Attention Neural Tensor Network for Visual Question Answering0
Adapting Visual Question Answering Models for Enhancing Multimodal Community Q&A PlatformsCode0
Question-Guided Hybrid Convolution for Visual Question Answering0
Visual Reasoning with Multi-hop Feature ModulationCode0
Visual Question Answering Dataset for Bilingual Image Understanding: A Study of Cross-Lingual Transfer Using Attention Maps0
Learning Visual Question Answering by Bootstrapping Hard AttentionCode0
Interpretable Visual Question Answering by Visual Grounding from Attention Supervision Mining0
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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