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Visual Question Answering

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Showing 821–830 of 2177 papers

TitleStatusHype
Barriers in Integrating Medical Visual Question Answering into Radiology Workflows: A Scoping Review and Clinicians' Insights—0
A Causal Approach to Mitigate Modality Preference Bias in Medical Visual Question Answering—0
CQ-VQA: Visual Question Answering on Categorized Questions—0
Knowledge-Augmented Language Models Interpreting Structured Chest X-Ray Findings—0
LCV2: An Efficient Pretraining-Free Framework for Grounded Visual Question Answering—0
Let's ViCE! Mimicking Human Cognitive Behavior in Image Generation Evaluation—0
H2OVL-Mississippi Vision Language Models Technical Report—0
BARTPhoBEiT: Pre-trained Sequence-to-Sequence and Image Transformers Models for Vietnamese Visual Question Answering—0
CLIPPO: Image-and-Language Understanding from Pixels Only—0
CPL: Counterfactual Prompt Learning for Vision and Language Models—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