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Visual Question Answering

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Papers

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Showing 1391–1400 of 2177 papers

TitleStatusHype
Using Visual Cropping to Enhance Fine-Detail Question Answering of BLIP-Family Models—0
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge—0
HaVQA: A Dataset for Visual Question Answering and Multimodal Research in Hausa LanguageCode0
Modularized Zero-shot VQA with Pre-trained ModelsCode0
Zero-shot Visual Question Answering with Language Model FeedbackCode0
Mindstorms in Natural Language-Based Societies of Mind—0
GRILL: Grounded Vision-language Pre-training via Aligning Text and Image Regions—0
Measuring Faithful and Plausible Visual Grounding in VQACode0
EmbodiedGPT: Vision-Language Pre-Training via Embodied Chain of Thought—0
Dynamic Clue Bottlenecks: Towards Interpretable-by-Design Visual Question Answering—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