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Visual Question Answering

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Papers

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Showing 391–400 of 2177 papers

TitleStatusHype
Understanding Multimodal LLMs: the Mechanistic Interpretability of Llava in Visual Question AnsweringCode0
A Comprehensive Survey on Visual Question Answering Datasets and Algorithms—0
Large Vision-Language Models for Remote Sensing Visual Question Answering—0
Everything is a Video: Unifying Modalities through Next-Frame Prediction—0
AMXFP4: Taming Activation Outliers with Asymmetric Microscaling Floating-Point for 4-bit LLM Inference—0
LLaVA-CoT: Let Vision Language Models Reason Step-by-StepCode7
Visual question answering based evaluation metrics for text-to-image generation—0
JanusFlow: Harmonizing Autoregression and Rectified Flow for Unified Multimodal Understanding and GenerationCode11
SparrowVQE: Visual Question Explanation for Course Content UnderstandingCode0
Integrating Object Detection Modality into Visual Language Model for Enhanced Autonomous Driving Agent—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