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Visual Question Answering

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Papers

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Showing 2121–2130 of 2177 papers

TitleStatusHype
Multimodal Compact Bilinear Pooling for Multimodal Neural Machine Translation—0
VQABQ: Visual Question Answering by Basic Questions—0
Tree Memory Networks for Modelling Long-term Temporal Dependencies—0
Task-driven Visual Saliency and Attention-based Visual Question Answering—0
The VQA-Machine: Learning How to Use Existing Vision Algorithms to Answer New Questions—0
Attentive Explanations: Justifying Decisions and Pointing to the Evidence—0
VIBIKNet: Visual Bidirectional Kernelized Network for Visual Question AnsweringCode0
Making the V in VQA Matter: Elevating the Role of Image Understanding in Visual Question AnsweringCode0
Visual Question Answering with Question Representation Update (QRU)—0
Grad-CAM: Why did you say that?Code0
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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