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Visual Question Answering

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Papers

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Showing 1551–1560 of 2177 papers

TitleStatusHype
Measuring CLEVRness: Black-box Testing of Visual Reasoning Models—0
Crossformer: Transformer with Alternated Cross-Layer Guidance—0
VQA-MHUG: A Gaze Dataset to Study Multimodal Neural Attention in Visual Question Answering—0
Multimodal Integration of Human-Like Attention in Visual Question Answering—0
How to find a good image-text embedding for remote sensing visual question answering?—0
Does Vision-and-Language Pretraining Improve Lexical Grounding?Code1
Image Captioning for Effective Use of Language Models in Knowledge-Based Visual Question AnsweringCode0
xGQA: Cross-Lingual Visual Question AnsweringCode1
Discovering the Unknown Knowns: Turning Implicit Knowledge in the Dataset into Explicit Training Examples for Visual Question AnsweringCode0
An Empirical Study of GPT-3 for Few-Shot Knowledge-Based VQACode1
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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