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Visual Question Answering

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Showing 1481–1490 of 2177 papers

TitleStatusHype
Cross-Modal Contrastive Learning for Robust Reasoning in VQACode0
CL-CrossVQA: A Continual Learning Benchmark for Cross-Domain Visual Question Answering—0
Text-Aware Dual Routing Network for Visual Question Answering—0
AlignVE: Visual Entailment Recognition Based on Alignment Relations—0
Visually Grounded VQA by Lattice-based RetrievalCode0
MF2-MVQA: A Multi-stage Feature Fusion method for Medical Visual Question Answering—0
Towards Reasoning-Aware Explainable VQA—0
ERNIE-UniX2: A Unified Cross-lingual Cross-modal Framework for Understanding and Generation—0
Generalization Differences between End-to-End and Neuro-Symbolic Vision-Language Reasoning Systems—0
Compressing And Debiasing Vision-Language Pre-Trained Models for Visual Question AnsweringCode0
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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