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Visual Question Answering

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Papers

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Showing 1351–1360 of 2177 papers

TitleStatusHype
Symbolic Replay: Scene Graph as Prompt for Continual Learning on VQA TaskCode1
FashionVQA: A Domain-Specific Visual Question Answering System—0
Bidirectional Contrastive Split Learning for Visual Question Answering—0
How good are deep models in understanding the generated images?—0
Image as a Foreign Language: BEiT Pretraining for All Vision and Vision-Language TasksCode0
VLMAE: Vision-Language Masked Autoencoder—0
ILLUME: Rationalizing Vision-Language Models through Human InteractionsCode0
Understanding Attention for Vision-and-Language TasksCode0
Aesthetic Visual Question Answering of Photographs—0
CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical ReasoningCode1
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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