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Visual Question Answering

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Papers

Showing 20812090 of 2177 papers

TitleStatusHype
Structured Attentions for Visual Question AnsweringCode0
Multi-modal Factorized Bilinear Pooling with Co-Attention Learning for Visual Question AnsweringCode0
A Simple Loss Function for Improving the Convergence and Accuracy of Visual Question Answering ModelsCode0
Bottom-Up and Top-Down Attention for Image Captioning and Visual Question AnsweringCode1
Improved Bilinear Pooling with CNNs0
Video Question Answering via Attribute-Augmented Attention Network Learning0
Visual Question Answering with Memory-Augmented Networks0
Effective Approaches to Batch Parallelization for Dynamic Neural Network ArchitecturesCode0
Modulating early visual processing by languageCode0
Multi-Level Attention Networks for Visual Question Answering0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1MMCTAgent (GPT-4 + GPT-4V)GPT-4 score74.24Unverified
2Qwen2-VL-72BGPT-4 score74Unverified
3InternVL2.5-78BGPT-4 score72.3Unverified
4GPT-4o +text rationale +IoTGPT-4 score72.2Unverified
5Lyra-ProGPT-4 score71.4Unverified
6GLM-4V-PlusGPT-4 score71.1Unverified
7Phantom-7BGPT-4 score70.8Unverified
8InternVL2.5-38BGPT-4 score68.8Unverified
9InternVL2-26B (SGP, token ratio 64%)GPT-4 score65.6Unverified
10Baichuan-Omni (7B)GPT-4 score65.4Unverified