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Visual Question Answering

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Papers

Showing 301310 of 2177 papers

TitleStatusHype
In Defense of Grid Features for Visual Question AnsweringCode1
LaTr: Layout-Aware Transformer for Scene-Text VQACode1
MapQA: A Dataset for Question Answering on Choropleth MapsCode1
Hypergraph Transformer: Weakly-supervised Multi-hop Reasoning for Knowledge-based Visual Question AnsweringCode1
Automated Generation of Challenging Multiple-Choice Questions for Vision Language Model EvaluationCode1
How Much Can CLIP Benefit Vision-and-Language Tasks?Code1
How to Configure Good In-Context Sequence for Visual Question AnsweringCode1
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language ModelsCode1
Hierarchical multimodal transformers for Multi-Page DocVQACode1
CoCa: Contrastive Captioners are Image-Text Foundation ModelsCode1
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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