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Visual Question Answering

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Showing 1411–1420 of 2177 papers

TitleStatusHype
Adaptive loose optimization for robust question answeringCode0
Analysis of Visual Question Answering Algorithms with attention model—0
Making the Most of What You Have: Adapting Pre-trained Visual Language Models in the Low-data Regime—0
CHIC: Corporate Document for Visual question Answering—0
Chain of Thought Prompt Tuning in Vision Language Models—0
PDFVQA: A New Dataset for Real-World VQA on PDF Documents—0
Advancing Medical Imaging with Language Models: A Journey from N-grams to ChatGPT—0
Boosting Cross-task Transferability of Adversarial Patches with Visual Relations—0
CAVL: Learning Contrastive and Adaptive Representations of Vision and Language—0
Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images—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