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Visual Question Answering

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Showing 1071–1080 of 2177 papers

TitleStatusHype
MIMOQA: Multimodal Input Multimodal Output Question Answering—0
freePruner: A Training-free Approach for Large Multimodal Model Acceleration—0
Free Form Medical Visual Question Answering in Radiology—0
A Survey of Vision-Language Pre-training from the Lens of Multimodal Machine Translation—0
Memory-Augmented Multimodal LLMs for Surgical VQA via Self-Contained Inquiry—0
Foundational Model for Electron Micrograph Analysis: Instruction-Tuning Small-Scale Language-and-Vision Assistant for Enterprise Adoption—0
AlignVE: Visual Entailment Recognition Based on Alignment Relations—0
Memory Augmented Neural Networks for Natural Language Processing—0
Fooling Vision and Language Models Despite Localization and Attention Mechanism—0
FocusLLaVA: A Coarse-to-Fine Approach for Efficient and Effective Visual Token Compression—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