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Visual Question Answering

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Papers

Showing 16511675 of 2177 papers

TitleStatusHype
Robustness through Data Augmentation Loss ConsistencyCode0
Single-Modal Entropy based Active Learning for Visual Question Answering0
Towards Language-guided Visual Recognition via Dynamic ConvolutionsCode0
xGQA: Cross-Lingual Visual Question Answering0
MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants0
Improving Users' Mental Model with Attention-directed Counterfactual Edits0
Beyond Accuracy: A Consolidated Tool for Visual Question Answering BenchmarkingCode0
Asking questions on handwritten document collections0
Breaking Down Questions for Outside-Knowledge VQA0
Variational Disentangled Attention for Regularized Visual Dialog0
Crossformer: Transformer with Alternated Cross-Layer Guidance0
How Much Can CLIP Benefit Vision-and-Language Tasks?0
Measuring CLEVRness: Black-box Testing of Visual Reasoning Models0
VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering0
Multimodal Integration of Human-Like Attention in Visual Question Answering0
How to find a good image-text embedding for remote sensing visual question answering?0
Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question AnsweringCode0
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question AnsweringCode0
Towards Developing a Multilingual and Code-Mixed Visual Question Answering System by Knowledge Distillation0
TxT: Crossmodal End-to-End Learning with Transformers0
Improved RAMEN: Towards Domain Generalization for Visual Question AnsweringCode0
Weakly Supervised Relative Spatial Reasoning for Visual Question AnsweringCode0
On the Significance of Question Encoder Sequence Model in the Out-of-Distribution Performance in Visual Question Answering0
Auto-Parsing Network for Image Captioning and Visual Question Answering0
Localize, Group, and Select: Boosting Text-VQA by Scene Text Modeling0
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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