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Visual Question Answering

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Papers

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Showing 721–730 of 2177 papers

TitleStatusHype
Is the House Ready For Sleeptime? Generating and Evaluating Situational Queries for Embodied Question Answering—0
VSA4VQA: Scaling a Vector Symbolic Architecture to Visual Question Answering on Natural Images—0
Advancing Multimodal Medical Capabilities of Gemini—0
Language-Image Models with 3D Understanding—0
OmniDrive: A Holistic Vision-Language Dataset for Autonomous Driving with Counterfactual ReasoningCode4
Understanding Figurative Meaning through Explainable Visual EntailmentCode1
Beyond Human Vision: The Role of Large Vision Language Models in Microscope Image Analysis—0
CREPE: Coordinate-Aware End-to-End Document Parser—0
Enhanced Textual Feature Extraction for Visual Question Answering: A Simple Convolutional Approach—0
TableVQA-Bench: A Visual Question Answering Benchmark on Multiple Table DomainsCode1
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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