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Visual Question Answering

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Showing 301–310 of 2177 papers

TitleStatusHype
LIVE: Learnable In-Context Vector for Visual Question AnsweringCode1
MFC-Bench: Benchmarking Multimodal Fact-Checking with Large Vision-Language ModelsCode1
MMNeuron: Discovering Neuron-Level Domain-Specific Interpretation in Multimodal Large Language ModelCode1
Vision-Language Models Meet Meteorology: Developing Models for Extreme Weather Events Detection with HeatmapsCode1
VANE-Bench: Video Anomaly Evaluation Benchmark for Conversational LMMsCode1
Advancing High Resolution Vision-Language Models in BiomedicineCode1
VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded TextCode1
Re-ReST: Reflection-Reinforced Self-Training for Language AgentsCode1
Instruction-Guided Visual MaskingCode1
Worse than Random? An Embarrassingly Simple Probing Evaluation of Large Multimodal Models in Medical VQACode1
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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