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Visual Question Answering

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Papers

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Showing 711–720 of 2177 papers

TitleStatusHype
EyeFound: A Multimodal Generalist Foundation Model for Ophthalmic Imaging—0
StackOverflowVQA: Stack Overflow Visual Question Answering Dataset—0
Efficient Multimodal Large Language Models: A SurveyCode3
UniRAG: Universal Retrieval Augmentation for Large Vision Language ModelsCode1
Chameleon: Mixed-Modal Early-Fusion Foundation ModelsCode7
Xmodel-VLM: A Simple Baseline for Multimodal Vision Language ModelCode2
CLIP-Powered TASS: Target-Aware Single-Stream Network for Audio-Visual Question Answering—0
Realizing Visual Question Answering for Education: GPT-4V as a Multimodal AI—0
Federated Document Visual Question Answering: A Pilot StudyCode0
CuMo: Scaling Multimodal LLM with Co-Upcycled Mixture-of-ExpertsCode2
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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