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Visual Question Answering

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Papers

Showing 9911000 of 2177 papers

TitleStatusHype
Generating Rationales in Visual Question Answering0
Generating Natural Questions from Images for Multimodal Assistants0
DreamSync: Aligning Text-to-Image Generation with Image Understanding Feedback0
Attention Guided Semantic Relationship Parsing for Visual Question Answering0
Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention0
Learning How To Ask: Cycle-Consistency Refines Prompts in Multimodal Foundation Models0
Generate then Select: Open-ended Visual Question Answering Guided by World Knowledge0
Learning Reasoning Paths over Semantic Graphs for Video-grounded Dialogues0
Explainable High-order Visual Question Reasoning: A New Benchmark and Knowledge-routed Network0
Compositional Attention Networks for Interpretability in Natural Language Question Answering0
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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