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Visual Question Answering

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Papers

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Showing 401–410 of 2177 papers

TitleStatusHype
Integrating Object Detection Modality into Visual Language Model for Enhanced Autonomous Driving Agent—0
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding—0
Seeing is Deceiving: Exploitation of Visual Pathways in Multi-Modal Language Models—0
SaSR-Net: Source-Aware Semantic Representation Network for Enhancing Audio-Visual Question Answering—0
Select2Plan: Training-Free ICL-Based Planning through VQA and Memory Retrieval—0
NeurIPS 2023 Competition: Privacy Preserving Federated Learning Document VQA—0
VQA^2: Visual Question Answering for Video Quality AssessmentCode2
From Pixels to Prose: Advancing Multi-Modal Language Models for Remote Sensing—0
MME-Finance: A Multimodal Finance Benchmark for Expert-level Understanding and Reasoning—0
Benchmarking Multimodal Retrieval Augmented Generation with Dynamic VQA Dataset and Self-adaptive Planning AgentCode3
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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