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Visual Question Answering

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Papers

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Showing 1581–1590 of 2177 papers

TitleStatusHype
Uncovering Bias in Large Vision-Language Models with Counterfactuals—0
Uncovering Bias in Large Vision-Language Models at Scale with Counterfactuals—0
Understanding and Constructing Latent Modality Structures in Multi-modal Representation Learning—0
Understanding Attention for Vision-and-Language Tasks—0
Understanding Complexity in VideoQA via Visual Program Generation—0
Understanding in Artificial Intelligence—0
Understanding Information Storage and Transfer in Multi-modal Large Language Models—0
Understanding Knowledge Gaps in Visual Question Answering: Implications for Gap Identification and Testing—0
Understanding the Role of Scene Graphs in Visual Question Answering—0
UnICLAM:Contrastive Representation Learning with Adversarial Masking for Unified and Interpretable Medical Vision 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