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Visual Question Answering

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Papers

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Showing 1371–1380 of 2177 papers

TitleStatusHype
PAT: Parallel Attention Transformer for Visual Question Answering in Vietnamese—0
A scoping review on multimodal deep learning in biomedical images and texts—0
Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning—0
UIT-Saviors at MEDVQA-GI 2023: Improving Multimodal Learning with Image Enhancement for Gastrointestinal Visual Question Answering—0
Pre-Training Multi-Modal Dense Retrievers for Outside-Knowledge Visual Question AnsweringCode0
Switch-BERT: Learning to Model Multimodal Interactions by Switching Attention and Input—0
Visual Question Answering in Remote Sensing with Cross-Attention and Multimodal Information Bottleneck—0
TaCA: Upgrading Your Visual Foundation Model with Task-agnostic Compatible AdapterCode0
Encyclopedic VQA: Visual questions about detailed properties of fine-grained categories—0
AVIS: Autonomous Visual Information Seeking with Large Language Model Agent—0
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All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

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