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Visual Question Answering

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Papers

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Showing 1601–1610 of 2177 papers

TitleStatusHype
Scaling Large Vision-Language Models for Enhanced Multimodal Comprehension In Biomedical Image Analysis—0
CATCH: Complementary Adaptive Token-level Contrastive Decoding to Mitigate Hallucinations in LVLMs—0
Scallop: From Probabilistic Deductive Databases to Scalable Differentiable Reasoning—0
Sce2DriveX: A Generalized MLLM Framework for Scene-to-Drive Learning—0
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering—0
Scene Graph Generation with Geometric Context—0
Visual Question Generation as Dual Task of Visual Question Answering—0
Scene Graph Reasoning for Visual Question Answering—0
A Comprehensive Survey of Scene Graphs: Generation and Application—0
Scene-R1: Video-Grounded Large Language Models for 3D Scene Reasoning without 3D Annotations—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