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Visual Question Answering

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Papers

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Showing 531–540 of 2177 papers

TitleStatusHype
Mind Your Outliers! Investigating the Negative Impact of Outliers on Active Learning for Visual Question AnsweringCode1
Perception Matters: Detecting Perception Failures of VQA Models Using Metamorphic TestingCode1
Predicting Human Scanpaths in Visual Question AnsweringCode1
RSTNet: Captioning With Adaptive Attention on Visual and Non-Visual WordsCode1
Probing Image-Language Transformers for Verb UnderstandingCode1
Check It Again: Progressive Visual Question Answering via Visual EntailmentCode1
Multi-modal Understanding and Generation for Medical Images and Text via Vision-Language Pre-TrainingCode1
Multiple Meta-model Quantifying for Medical Visual Question AnsweringCode1
Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using CapsulesCode1
Passage Retrieval for Outside-Knowledge Visual Question AnsweringCode1
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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