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Visual Question Answering

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Papers

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Showing 71–80 of 2177 papers

TitleStatusHype
A Causal Approach to Mitigate Modality Preference Bias in Medical Visual Question Answering—0
Mitigating Hallucinations in Vision-Language Models through Image-Guided Head SuppressionCode1
Steering LVLMs via Sparse Autoencoder for Hallucination Mitigation—0
Zero-Shot Anomaly Detection in Battery Thermal Images Using Visual Question Answering with Prior Knowledge—0
Grounding Chest X-Ray Visual Question Answering with Generated Radiology Reports—0
Human-centered Interactive Learning via MLLMs for Text-to-Image Person Re-identification—0
Robo2VLM: Visual Question Answering from Large-Scale In-the-Wild Robot Manipulation Datasets—0
TimeCausality: Evaluating the Causal Ability in Time Dimension for Vision Language ModelsCode0
SNAP: A Benchmark for Testing the Effects of Capture Conditions on Fundamental Vision TasksCode0
TinyDrive: Multiscale Visual Question Answering with Selective Token Routing for Autonomous Driving—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