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Visual Question Answering

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Papers

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Showing 2021–2030 of 2177 papers

TitleStatusHype
Bilinear Attention NetworksCode3
Reproducibility Report for "Learning To Count Objects In Natural Images For Visual Question Answering"—0
Did the Model Understand the Question?Code0
Reciprocal Attention Fusion for Visual Question Answering—0
Large Scale Scene Text Verification with Guided Attention—0
Question Type Guided Attention in Visual Question Answering—0
Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question AnsweringCode0
Differential Attention for Visual Question AnsweringCode0
Visual Question Reasoning on General Dependency Tree—0
DDRprog: A CLEVR Differentiable Dynamic Reasoning Programmer—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