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Visual Question Answering

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Papers

Showing 17011725 of 2177 papers

TitleStatusHype
EaSe: A Diagnostic Tool for VQA based on Answer DiversityCode0
Learning to Select Question-Relevant Relations for Visual Question Answering0
LPF: A Language-Prior Feedback Objective Function for De-biased Visual Question AnsweringCode0
StructuralLM: Structural Pre-training for Form Understanding0
Probing Inter-modality: Visual Parsing with Self-Attention for Vision-and-Language Pre-training0
Survey of Visual-Semantic Embedding Methods for Zero-Shot Image Retrieval0
Show Why the Answer is Correct! Towards Explainable AI using Compositional Temporal Attention0
Cross-Modal Generative Augmentation for Visual Question Answering0
Proposal-free One-stage Referring Expression via Grid-Word Cross-Attention0
AdaVQA: Overcoming Language Priors with Adapted Margin Cosine LossCode0
Iterated learning for emergent systematicity in VQA0
A survey on VQA_Datasets and Approaches0
Chop Chop BERT: Visual Question Answering by Chopping VisualBERT's Heads0
Document Collection Visual Question Answering0
InfographicVQA0
Playing Lottery Tickets with Vision and Language0
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks0
Cross-Modal Retrieval Augmentation for Multi-Modal Classification0
Jointly Learning Truth-Conditional Denotations and Groundings using Parallel Attention0
Neuro-Symbolic VQA: A review from the perspective of AGI desiderata0
CLEVR_HYP: A Challenge Dataset and Baselines for Visual Question Answering with Hypothetical Actions over ImagesCode0
How Transferable are Reasoning Patterns in VQA?0
Multimodal Continuous Visual Attention Mechanisms0
Compressing Visual-linguistic Model via Knowledge Distillation0
`Just because you are right, doesn't mean I am wrong': Overcoming a bottleneck in development and evaluation of Open-Ended VQA tasks0
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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