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Visual Question Answering

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Papers

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Showing 2111–2120 of 2177 papers

TitleStatusHype
Learning to Reason: End-to-End Module Networks for Visual Question AnsweringCode0
TGIF-QA: Toward Spatio-Temporal Reasoning in Visual Question AnsweringCode0
ShapeWorld - A new test methodology for multimodal language understandingCode0
What's in a Question: Using Visual Questions as a Form of SupervisionCode0
Show, Ask, Attend, and Answer: A Strong Baseline For Visual Question AnsweringCode0
An Empirical Evaluation of Visual Question Answering for Novel Objects—0
It Takes Two to Tango: Towards Theory of AI's Mind—0
Aligned Image-Word Representations Improve Inductive Transfer Across Vision-Language Tasks—0
An Analysis of Visual Question Answering Algorithms—0
Recurrent and Contextual Models 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