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Visual Question Answering

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Papers

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Showing 731–740 of 2177 papers

TitleStatusHype
Improving Visual Question Answering by Referring to Generated Paragraph Captions—0
Incorporating External Knowledge to Answer Open-Domain Visual Questions with Dynamic Memory Networks—0
An Empirical Study on the Language Modal in Visual Question Answering—0
Debating for Better Reasoning: An Unsupervised Multimodal Approach—0
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games—0
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer—0
Davidsonian Scene Graph: Improving Reliability in Fine-grained Evaluation for Text-to-Image Generation—0
Dataset Bias Mitigation in Multiple-Choice Visual Question Answering and Beyond—0
Benchmarking Large Multimodal Models for Ophthalmic Visual Question Answering with OphthalWeChat—0
Accounting for Focus Ambiguity in Visual Questions—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