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Visual Question Answering

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Papers

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Showing 1631–1640 of 2177 papers

TitleStatusHype
Scene Graph Generation with Geometric Context—0
A Confidence-Based Interface for Neuro-Symbolic Visual Question Answering—0
Medical Visual Question Answering: A Survey—0
UFO: A UniFied TransfOrmer for Vision-Language Representation Learning—0
Achieving Human Parity on Visual Question Answering—0
ViQuAE, a Dataset for Knowledge-based Visual Question Answering about Named EntitiesCode0
Language bias in Visual Question Answering: A Survey and Taxonomy—0
Enabling Multimodal Generation on CLIP via Vision-Language Knowledge Distillation—0
Question-Led Semantic Structure Enhanced Attentions for VQA—0
Document AI: Benchmarks, Models and Applications—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