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Visual Question Answering

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Papers

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Showing 2011–2020 of 2177 papers

TitleStatusHype
InfiMM-HD: A Leap Forward in High-Resolution Multimodal Understanding—0
Generative Visual Question Answering—0
Generating Triples with Adversarial Networks for Scene Graph Construction—0
Generating Rationales in Visual Question Answering—0
InfographicVQA—0
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning—0
Instance-Level Trojan Attacks on Visual Question Answering via Adversarial Learning in Neuron Activation Space—0
Generating Natural Questions from Images for Multimodal Assistants—0
Generating Natural Language Explanations for Visual Question Answering using Scene Graphs and Visual Attention—0
Instruction-augmented Multimodal Alignment for Image-Text and Element Matching—0
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All datasetsMM-VetViP-BenchVQA v2 test-devBenchLMMMMBenchV*benchVQA v2 valMSRVTT-QAVQA v2 test-stdMMHal-BenchMSVD-QAPlotQA-D1

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