Open benchmarking framework for click-through rate prediction and recommender systems. FuxiCTR (CIKM 2021) ran 4,600+ experiments over 12,000 GPU hours to benchmark 24 CTR models. BARS (SIGIR 2022) expanded to 8,000+ experiments benchmarking 70+ recommendation models on six datasets, establishing standardised evaluation for the field.

Outputs 3

FuxiCTR

library

FuxiCTR: An Open Benchmark for Click-Through Rate Prediction

paper

arXiv: 2009.05794

BARS: Towards Open Benchmarking for Recommender Systems

paper

arXiv: 2205.09626

recommendationbenchmarkopen-source