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Visual Question Answering

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Showing 1081–1090 of 2177 papers

TitleStatusHype
Rethinking Visual Prompting for Multimodal Large Language Models with External Knowledge—0
Second Place Solution of WSDM2023 Toloka Visual Question Answering Challenge—0
Black-box Model Ensembling for Textual and Visual Question Answering via Information FusionCode0
BACON: Improving Clarity of Image Captions via Bag-of-Concept Graphs—0
MindBench: A Comprehensive Benchmark for Mind Map Structure Recognition and Analysis—0
InternLM-XComposer-2.5: A Versatile Large Vision Language Model Supporting Long-Contextual Input and Output—0
Visual Robustness Benchmark for Visual Question Answering (VQA)Code0
Certainly Uncertain: A Benchmark and Metric for Multimodal Epistemic and Aleatoric Awareness—0
Assistive Image Annotation Systems with Deep Learning and Natural Language Capabilities: A Review—0
The Illusion of Competence: Evaluating the Effect of Explanations on Users' Mental Models of Visual Question Answering SystemsCode0
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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