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cqsss/HuggingBench-Tracing

HuggingBench-Tracing This dataset contains Model Tracing test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph". Dataset Details training/validation/test.txt are training/validation/test set files in the format required by LibKGE. Uses We use LibKGE to implemen baselines for supervised biselines and use the official code of ULTRA and KG-ICL of the two… See the full description on the dataset page: https://huggingface.co/datasets/cqsss/HuggingBench-Tracing.

sourceHugging Faceapache-2.0updated 1y agoView on Hugging Face

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HuggingBench-Tracing

This dataset contains Model Tracing test collection in HuggingBench for paper "Benchmarking Recommendation, Classification, and Tracing Based on Hugging Face Knowledge Graph".

Dataset Details

—training/validation/test.txt are training/validation/test set files in the format required by LibKGE.

Uses

We use LibKGE to implemen baselines for supervised biselines and use the official code of ULTRA and KG-ICL of the two unsupervised models.

—Clone LibKGE and configure required environment.
—Download data in HuggingBench-Tracing to kge/data/huggingface.
—Copy configuration files in ./model_tracing/kge/examples from Github.
—Run train/test shell scripts model_tracing\kge\scripts\train.sh and model_tracing\kge\scripts\test.sh.

<table> <thead> </thead> <tbody> <tr> <td>💻 <strong>GitHub</strong></td> <td><a href="https://github.com/nju-websoft/HuggingBench">Code Reposity</a></td> </tr> <tr> <td>📄 <strong>Paper</strong></td> <td><a href="https://arxiv.org/abs/2505.17507">ArXiv-Link</a></td> </tr> <tr> <td>📊 <strong>Data</strong></td> <td><a href="https://huggingface.co/collections/cqsss/huggingbench-67b2ee02ca45b15e351009a2"> HuggingBench</a></td> </tr> </tbody> </table>