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Visual Question Answering

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Showing 1741–1750 of 2177 papers

TitleStatusHype
Learning Compositional Representation for Few-shot Visual Question Answering—0
Answer Questions with Right Image Regions: A Visual Attention Regularization ApproachCode0
An Empirical Study on the Generalization Power of Neural Representations Learned via Visual Guessing Games—0
Unanswerable Questions about Images and Texts—0
Visual Question Answering based on Local-Scene-Aware Referring Expression Generation—0
Understanding in Artificial Intelligence—0
Latent Variable Models for Visual Question Answering—0
Understanding the Role of Scene Graphs in Visual Question Answering—0
Predicting Relative Depth between Objects from Semantic Features—0
Self Supervision for Attention NetworksCode0
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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