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Visual Question Answering

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Showing 1481–1490 of 2177 papers

TitleStatusHype
Structure Guided Multi-modal Pre-trained Transformer for Knowledge Graph Reasoning—0
Structure Learning for Neural Module Networks—0
Sunny and Dark Outside?! Improving Answer Consistency in VQA through Entailed Question Generation—0
Feedback-Driven Vision-Language Alignment with Minimal Human Supervision—0
Surgical-LLaVA: Toward Surgical Scenario Understanding via Large Language and Vision Models—0
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery—0
SurgicalVLM-Agent: Towards an Interactive AI Co-Pilot for Pituitary Surgery—0
Survey of Large Multimodal Model Datasets, Application Categories and Taxonomy—0
Survey of Recent Advances in Visual Question Answering—0
Survey of Visual Question Answering: Datasets and Techniques—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