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Visual Question Answering

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Papers

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Showing 981–990 of 2177 papers

TitleStatusHype
Domain-robust VQA with diverse datasets and methods but no target labels—0
MMIU: Dataset for Visual Intent Understanding in Multimodal Assistants—0
Generating Triples with Adversarial Networks for Scene Graph Construction—0
Compositional Memory for Visual Question Answering—0
Double Visual Defense: Adversarial Pre-training and Instruction Tuning for Improving Vision-Language Model Robustness—0
Learning Answer Embeddings for Visual Question Answering—0
Attention Mechanism based Cognition-level Scene Understanding—0
Locate Then Generate: Bridging Vision and Language with Bounding Box for Scene-Text VQA—0
Generating Rationales in Visual Question Answering—0
Generating Natural Questions from Images for Multimodal Assistants—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