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Visual Question Answering

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Showing 1611–1620 of 2177 papers

TitleStatusHype
VGNMN: Video-grounded Neural Module Networks for Video-Grounded Dialogue Systems—0
VGNMN: Video-grounded Neural Module Network to Video-Grounded Language Tasks—0
Video Question Answering for People with Visual Impairments Using an Egocentric 360-Degree Camera—0
Video Question Answering via Attribute-Augmented Attention Network Learning—0
VILA^2: VILA Augmented VILA—0
ViLMedic: a framework for research at the intersection of vision and language in medical AI—0
Vision-Amplified Semantic Entropy for Hallucination Detection in Medical Visual Question Answering—0
Vision and Language: from Visual Perception to Content Creation—0
Vision-Flan: Scaling Human-Labeled Tasks in Visual Instruction Tuning—0
VisionGPT: Vision-Language Understanding Agent Using Generalized Multimodal Framework—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