ML Research Wiki / Benchmarks / Recommendation Systems / Douban

Douban

Recommendation Systems Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: RMSE

Top Performing Models

Rank Model Paper RMSE Date Code
1 DGRec Session-based Social Recommendation via Dynamic Graph Attention Networks 0.20 2019-02-25 📦 DeepGraphLearning/RecommenderSystems 📦 sparsh-ai/RecommenderSystems
2 I-CFN Hybrid Recommender System based on Autoencoders 0.69 2016-06-24 📦 fstrub95/Autoencoders_cf 📦 SJD1882/Big-Data-Recommender-Systems 📦 jowoojun/collaborative_filtering_keras 📦 Recvani/benchmark
3 U-CFN Hybrid Recommender System based on Autoencoders 0.70 2016-06-24 📦 fstrub95/Autoencoders_cf 📦 SJD1882/Big-Data-Recommender-Systems 📦 jowoojun/collaborative_filtering_keras 📦 Recvani/benchmark
4 FedGNN FedGNN: Federated Graph Neural Network for Privacy-Preserving Recommendation 0.79 2021-02-09 -
5 ∞-AE Infinite Recommendation Networks: A Data-Centric Approach 0.95 2022-06-03 📦 Guang000/Awesome-Dataset-Distillation 📦 AmazingDD/daisyRec 📦 recsys-benchmark/daisyrec-v2.0 📦 noveens/infinite_ae_cf 📦 noveens/distill_cf

All Papers (5)

DeepGraphLearning/RecommenderSystems sparsh-ai/RecommenderSystems
fstrub95/Autoencoders_cf SJD1882/Big-Data-Recommender-Systems
fstrub95/Autoencoders_cf SJD1882/Big-Data-Recommender-Systems
Guang000/Awesome-Dataset-Distillation AmazingDD/daisyRec