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Visual Question Answering

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Showing 1801–1850 of 2177 papers

TitleStatusHype
Assisting Scene Graph Generation with Self-Supervision—0
Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision—0
TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering—0
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question AnsweringCode0
Reducing Language Biases in Visual Question Answering with Visually-Grounded Question Encoder—0
Applying recent advances in Visual Question Answering to Record LinkageCode0
Image Captioning with Compositional Neural Module Networks—0
IQ-VQA: Intelligent Visual Question AnsweringCode0
Visual Question Answering as a Multi-Task Problem—0
Eliminating Catastrophic Interference with Biased Competition—0
The Impact of Explanations on AI Competency Prediction in VQA—0
Scene Graph Reasoning for Visual Question Answering—0
Aligned Dual Channel Graph Convolutional Network for Visual Question Answering—0
Towards Visual Dialog for Radiology—0
Multimodal Neural Graph Memory Networks for Visual Question Answering—0
Improving VQA and its Explanations \\ by Comparing Competing Explanations—0
Self-Segregating and Coordinated-Segregating Transformer for Focused Deep Multi-Modular Network for Visual Question Answering—0
Neuro-Symbolic Visual Reasoning: Disentangling "Visual" from "Reasoning"—0
Mucko: Multi-Layer Cross-Modal Knowledge Reasoning for Fact-based Visual Question Answering—0
ORD: Object Relationship Discovery for Visual Dialogue Generation—0
Exploring Weaknesses of VQA Models through Attribution Driven Insights—0
Estimating semantic structure for the VQA answer space—0
Counterfactual Vision and Language Learning—0
Multimodal grid features and cell pointers for Scene Text Visual Question Answering—0
TA-Student VQA: Multi-Agents Training by Self-Questioning—0
On the Value of Out-of-Distribution Testing: An Example of Goodhart's Law—0
Visual Relationship Detection using Scene Graphs: A Survey—0
Visual Question Answering with Prior Class Semantics—0
A Corpus for Visual Question Answering Annotated with Frame Semantic Information—0
Image Position Prediction in Multimodal Documents—0
Pragmatic Issue-Sensitive Image CaptioningCode0
A Novel Attention-based Aggregation Function to Combine Vision and Language—0
Visual Question Answering Using Semantic Information from Image Descriptions—0
Learning What Makes a Difference from Counterfactual Examples and Gradient Supervision—0
Knowledge-Based Visual Question Answering in Videos—0
An Entropy Clustering Approach for Assessing Visual Question DifficultyCode0
Rephrasing visual questions by specifying the entropy of the answer distribution—0
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing—0
Generating Rationales in Visual Question Answering—0
Assessing Image Quality Issues for Real-World Problems—0
P NP, at least in Visual Question AnsweringCode0
Linguistically Driven Graph Capsule Network for Visual Question Reasoning—0
Visual Question Answering for Cultural Heritage—0
Normalized and Geometry-Aware Self-Attention Network for Image Captioning—0
RSVQA: Visual Question Answering for Remote Sensing Data—0
MQA: Answering the Question via Robotic ManipulationCode0
Noise Estimation Using Density Estimation for Self-Supervised Multimodal LearningCode0
A Question-Centric Model for Visual Question Answering in Medical ImagingCode0
A Study on Multimodal and Interactive Explanations for Visual Question Answering—0
Unshuffling Data for Improved Generalization—0
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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