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Visual Question Answering

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Papers

Showing 351360 of 2177 papers

TitleStatusHype
Language Repository for Long Video UnderstandingCode1
CLEVR-Math: A Dataset for Compositional Language, Visual and Mathematical ReasoningCode1
Attention in Reasoning: Dataset, Analysis, and ModelingCode1
Localized Questions in Medical Visual Question AnsweringCode1
LaPA: Latent Prompt Assist Model For Medical Visual Question AnsweringCode1
Evaluating Image Hallucination in Text-to-Image Generation with Question-AnsweringCode1
Language-Informed Visual Concept LearningCode1
Language Guided Visual Question Answering: Elevate Your Multimodal Language Model Using Knowledge-Enriched PromptsCode1
Language Prior Is Not the Only Shortcut: A Benchmark for Shortcut Learning in VQACode1
CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual ReasoningCode1
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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