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Visual Question Answering

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Showing 411–420 of 2177 papers

TitleStatusHype
Multimodal Commonsense Knowledge Distillation for Visual Question Answering—0
One VLM to Keep it Learning: Generation and Balancing for Data-free Continual Visual Question Answering—0
Goal-Oriented Semantic Communication for Wireless Visual Question Answering—0
RS-MoE: Mixture of Experts for Remote Sensing Image Captioning and Visual Question Answering—0
A Visual Question Answering Method for SAR Ship: Breaking the Requirement for Multimodal Dataset Construction and Model Fine-Tuning—0
Designing a Robust Radiology Report Generation System—0
Right this way: Can VLMs Guide Us to See More to Answer Questions?Code0
Show Me What and Where has Changed? Question Answering and Grounding for Remote Sensing Change DetectionCode1
Nearest Neighbor Normalization Improves Multimodal RetrievalCode1
SimpsonsVQA: Enhancing Inquiry-Based Learning with a Tailored Dataset—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