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Visual Question Answering

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Papers

Showing 18511875 of 2177 papers

TitleStatusHype
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering0
VQA-LOL: Visual Question Answering under the Lens of Logic0
CQ-VQA: Visual Question Answering on Categorized Questions0
Sparse and Structured Visual AttentionCode0
Component Analysis for Visual Question Answering Architectures0
Augmenting Visual Question Answering with Semantic Frame Information in a Multitask Learning ApproachCode0
Robust Explanations for Visual Question AnsweringCode0
Uncertainty based Class Activation Maps for Visual Question Answering0
Recommending Themes for Ad Creative Design via Visual-Linguistic RepresentationsCode0
Accuracy vs. Complexity: A Trade-off in Visual Question Answering Models0
MHSAN: Multi-Head Self-Attention Network for Visual Semantic EmbeddingCode0
Visual Question Answering on 360° Images0
Multi-Layer Content Interaction Through Quaternion Product For Visual Question Answering0
Vision and Language: from Visual Perception to Content Creation0
Deep Exemplar Networks for VQA and VQG0
Towards Causal VQA: Revealing and Reducing Spurious Correlations by Invariant and Covariant Semantic Editing0
AI2D-RST: A multimodal corpus of 1000 primary school science diagrams0
Weak Supervision helps Emergence of Word-Object Alignment and improves Vision-Language Tasks0
12-in-1: Multi-Task Vision and Language Representation LearningCode0
Deep Bayesian Active Learning for Multiple Correct Outputs0
TAB-VCR: Tags and Attributes based VCR BaselinesCode0
RUBi: Reducing Unimodal Biases for Visual Question AnsweringCode0
Assessing the Robustness of Visual Question Answering Models0
A Free Lunch in Generating Datasets: Building a VQG and VQA System with Attention and Humans in the Loop0
Unsupervised Keyword Extraction for Full-sentence VQA0
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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