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Visual Question Answering

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Papers

Showing 10911100 of 2177 papers

TitleStatusHype
RealCQA: Scientific Chart Question Answering as a Test-bed for First-Order LogicCode0
OpenFlamingo: An Open-Source Framework for Training Large Autoregressive Vision-Language ModelsCode4
ELIXR: Towards a general purpose X-ray artificial intelligence system through alignment of large language models and radiology vision encoders0
Context-VQA: Towards Context-Aware and Purposeful Visual Question AnsweringCode0
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic ControlCode2
BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering0
Med-Flamingo: a Multimodal Medical Few-shot LearnerCode2
LOIS: Looking Out of Instance Semantics for Visual Question Answering0
Expert Knowledge-Aware Image Difference Graph Representation Learning for Difference-Aware Medical Visual Question AnsweringCode1
Robust Visual Question Answering: Datasets, Methods, and Future Challenges0
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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