qualitative-evaluation

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rodrigobdz / lrp

Explain Neural Networks using Layer-Wise Relevance Propagation and evaluate the explanations using Pixel-Flipping and Area Under the Curve.

pytorch dataloader pf imagenet-dataset xai lrp area-under-curve xai-library ilsvrc2012 qualitative-evaluation pixel-flipping region-perturbation layer-wise-relevance-propagation activation-curve pruning-curve quantitative-evaluation auac au-mse

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Python

malteos / wikipedia-article-recommendations

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Survey data and Python code for the ICADL 2021 paper "A Qualitative Evaluation of User Preference for Link-based vs. Text-based Recommendations of Wikipedia Articles"

wikipedia recommender-systems document-similarity cpa qualitative-evaluation morelikethis citolytics

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Jupyter Notebook

pyros-projects / agent-comparison

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Qualitative benchmark suite for evaluating AI coding agents and orchestration paradigms on realistic, complex development tasks

orchestration ai-agents ai-benchmarks qualitative-evaluation llm-agents coding-agents agentic-workflows agent-evaluation agent-testing ai-coding-assistants agent-comparison development-tasks

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Python

Code, models and data for our paper: K. Tsigos, E. Apostolidis, V. Mezaris, "An Integrated Framework for Multi-Granular Explanation of Video Summarization", Frontiers in Signal Processing, vol. 4, 2024

video-summarization explainable-ai model-agnostic-explanations qualitative-evaluation quantitative-evaluation model-specific-explanations fragment-level-explanation object-level-explanation

Updated
Python

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