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Visual Question Answering

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Showing 1771–1780 of 2177 papers

TitleStatusHype
Task-Oriented Feature Compression for Multimodal Understanding via Device-Edge Co-Inference—0
Being Negative but Constructively: Lessons Learnt from Creating Better Visual Question Answering Datasets—0
Task-Oriented Multi-User Semantic Communications—0
Task-Oriented Semantic Communication in Large Multimodal Models-based Vehicle Networks—0
Task Progressive Curriculum Learning for Robust Visual Question Answering—0
TA-Student VQA: Multi-Agents Training by Self-Questioning—0
AdaDARE-gamma: Balancing Stability and Plasticity in Multi-modal LLMs through Efficient Adaptation—0
Bayesian Attention Belief Networks—0
3D Concept Learning and Reasoning from Multi-View Images—0
BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese 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