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Visual Question Answering

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Papers

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Showing 1591–1600 of 2177 papers

TitleStatusHype
An experimental study of the vision-bottleneck in VQA—0
Can Open Domain Question Answering Systems Answer Visual Knowledge Questions?—0
NEWSKVQA: Knowledge-Aware News Video Question Answering—0
OFA: Unifying Architectures, Tasks, and Modalities Through a Simple Sequence-to-Sequence Learning FrameworkCode0
Grounding Answers for Visual Questions Asked by Visually Impaired PeopleCode0
Compositionality as Lexical SymmetryCode0
Transformer Module Networks for Systematic Generalization in Visual Question AnsweringCode0
Learning to Compose Diversified Prompts for Image Emotion Classification—0
MGA-VQA: Multi-Granularity Alignment for Visual Question Answering—0
SA-VQA: Structured Alignment of Visual and Semantic Representations for 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