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Visual Question Answering

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Papers

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Showing 2021–2030 of 2177 papers

TitleStatusHype
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge—0
Generalized Hadamard-Product Fusion Operators for Visual Question Answering—0
Uni-Mlip: Unified Self-supervision for Medical Vision Language Pre-training—0
Instruction-Oriented Preference Alignment for Enhancing Multi-Modal Comprehension Capability of MLLMs—0
Integrating Frequency-Domain Representations with Low-Rank Adaptation in Vision-Language Models—0
A reinforcement learning approach for VQA validation: an application to diabetic macular edema grading—0
Integrating Knowledge and Reasoning in Image Understanding—0
Integrating Object Detection Modality into Visual Language Model for Enhanced Autonomous Driving Agent—0
Interactive Attention AI to translate low light photos to captions for night scene understanding in women safety—0
Interactive Visual Task Learning for Robots—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