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Visual Question Answering

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Showing 1231–1240 of 2177 papers

TitleStatusHype
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation—0
Leveraging Medical Visual Question Answering with Supporting Facts—0
Leveraging Visual Question Answering for Image-Caption Ranking—0
Leveraging Visual Question Answering to Improve Text-to-Image Synthesis—0
Light as Deception: GPT-driven Natural Relighting Against Vision-Language Pre-training Models—0
Lightweight In-Context Tuning for Multimodal Unified Models—0
Lingshu: A Generalist Foundation Model for Unified Multimodal Medical Understanding and Reasoning—0
LinguaMark: Do Multimodal Models Speak Fairly? A Benchmark-Based Evaluation—0
Linguistically Driven Graph Capsule Network for Visual Question Reasoning—0
Linguistically Routing Capsule Network for Out-of-Distribution Visual Question Answering—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