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Visual Question Answering

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Papers

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Showing 1751–1760 of 2177 papers

TitleStatusHype
A Dataset and Baselines for Visual Question Answering on ArtCode1
Visual Question Answering on Image Sets—0
Document Visual Question Answering Challenge 2020—0
DeVLBert: Learning Deconfounded Visio-Linguistic RepresentationsCode1
Assisting Scene Graph Generation with Self-Supervision—0
TRRNet: Tiered Relation Reasoning for Compositional Visual Question Answering—0
Interpretable Visual Reasoning via Probabilistic Formulation under Natural Supervision—0
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question AnsweringCode0
Semantic Equivalent Adversarial Data Augmentation for Visual Question AnsweringCode1
Learning to Discretely Compose Reasoning Module Networks for Video CaptioningCode1
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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