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Visual Question Answering

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Papers

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Showing 1891–1900 of 2177 papers

TitleStatusHype
Adversarial Representation Learning for Text-to-Image Matching—0
Visual Question Answering using Deep Learning: A Survey and Performance AnalysisCode0
VL-BERT: Pre-training of Generic Visual-Linguistic RepresentationsCode1
LXMERT: Learning Cross-Modality Encoder Representations from TransformersCode1
What is needed for simple spatial language capabilities in VQA?—0
U-CAM: Visual Explanation using Uncertainty based Class Activation Maps—0
Language Features Matter: Effective Language Representations for Vision-Language Tasks—0
Fusion of Detected Objects in Text for Visual Question Answering—0
Reactive Multi-Stage Feature Fusion for Multimodal Dialogue Modeling—0
Why Does a Visual Question Have Different Answers?—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