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Visual Question Answering

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Papers

Showing 5160 of 2177 papers

TitleStatusHype
Flamingo: a Visual Language Model for Few-Shot LearningCode4
OtterHD: A High-Resolution Multi-modality ModelCode4
Otter: A Multi-Modal Model with In-Context Instruction TuningCode4
Prismatic VLMs: Investigating the Design Space of Visually-Conditioned Language ModelsCode4
TinyLLaVA: A Framework of Small-scale Large Multimodal ModelsCode4
Evaluating Text-to-Visual Generation with Image-to-Text GenerationCode3
Efficient Multimodal Large Language Models: A SurveyCode3
Baichuan-Omni Technical ReportCode3
Emu3: Next-Token Prediction is All You NeedCode3
Feast Your Eyes: Mixture-of-Resolution Adaptation for Multimodal Large Language ModelsCode3
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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