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Visual Question Answering

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Papers

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Showing 1351–1360 of 2177 papers

TitleStatusHype
On Incorporating Semantic Prior Knowlegde in Deep Learning Through Embedding-Space Constraints—0
On Incorporating Semantic Prior Knowledge in Deep Learning Through Embedding-Space Constraints—0
Visual Entailment: A Novel Task for Fine-Grained Image Understanding—0
On the Cognition of Visual Question Answering Models and Human Intelligence: A Comparative Study—0
On the Effects of Video Grounding on Language Models—0
On the Efficacy of Co-Attention Transformer Layers in Visual Question Answering—0
On the Flip Side: Identifying Counterexamples in Visual Question Answering—0
On the General Value of Evidence, and Bilingual Scene-Text Visual Question Answering—0
Decoupled Box Proposal and Featurization with Ultrafine-Grained Semantic Labels Improve Image Captioning and Visual Question Answering—0
On the Limitations of Vision-Language Models in Understanding Image Transforms—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