Cover Image

RBoard: A Unified Platform for Reproducible and Reusable Recommender System Benchmarks

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Shao, Xinyang, D'Amico, Edoardo, Fodor, Gabor, Wijaya, Tri Kurniawan
Format:	Preprint
Published:	2024
Subjects:	Information Retrieval
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Dataset-Agnostic Recommender Systems
by: Wijaya, Tri Kurniawan, et al.
Published: (2025)

Universal Reusability in Recommender Systems: The Case for Dataset- and Task-Independent Frameworks
by: Wijaya, Tri Kurniawan, et al.
Published: (2025)

Rs4rs: Semantically Find Recent Publications from Top Recommendation System-Related Venues
by: Wijaya, Tri Kurniawan, et al.
Published: (2024)

DS4RS: Community-Driven and Explainable Dataset Search Engine for Recommender System Research
by: Shao, Xinyang, et al.
Published: (2025)

MM-GEF: Multi-modal representation meet collaborative filtering
by: Wu, Hao, et al.
Published: (2023)

Efficient Large-Scale Cross-Domain Sequential Recommendation with Dynamic State Representations
by: Loureiro, Manuel V., et al.
Published: (2025)

Semantic IDs for Joint Generative Search and Recommendation
by: Penha, Gustavo, et al.
Published: (2025)

A Reproducible Analysis of Sequential Recommender Systems
by: Betello, Filippo, et al.
Published: (2024)

Do LLM-judges Align with Human Relevance in Cranfield-style Recommender Evaluation?
by: Penha, Gustavo, et al.
Published: (2025)

A Unified Language Model for Large Scale Search, Recommendation, and Reasoning
by: De Nadai, Marco, et al.
Published: (2026)

ORBIT -- Open Recommendation Benchmark for Reproducible Research with Hidden Tests
by: He, Jingyuan, et al.
Published: (2025)

From Top-1 to Top-K: A Reproducibility Study and Benchmarking of Counterfactual Explanations for Recommender Systems
by: Nguyen, Quang-Huy, et al.
Published: (2026)

DataRec: A Python Library for Standardized and Reproducible Data Management in Recommender Systems
by: Mancino, Alberto Carlo Maria, et al.
Published: (2024)

Cold-Starts in Generative Recommendation: A Reproducibility Study
by: Zhang, Zhen, et al.
Published: (2026)

Evaluating Podcast Recommendations with Profile-Aware LLM-as-a-Judge
by: Fabbri, Francesco, et al.
Published: (2025)

Informfully Recommenders -- Reproducibility Framework for Diversity-aware Intra-session Recommendations
by: Heitz, Lucien, et al.
Published: (2025)

Beyond Relevance: An Adaptive Exploration-Based Framework for Personalized Recommendations
by: Bianchi, Edoardo
Published: (2025)

A Worrying Reproducibility Study of Intent-Aware Recommendation Models
by: Shehzad, Faisal, et al.
Published: (2025)

WarpRec: Unifying Academic Rigor and Industrial Scale for Responsible, Reproducible, and Efficient Recommendation
by: Avolio, Marco, et al.
Published: (2026)

Binge Watch: Reproducible Multimodal Benchmarks Datasets for Large-Scale Movie Recommendation on MovieLens-10M and 20M
by: Spillo, Giuseppe, et al.
Published: (2026)

Reproducibility Companion Paper:In-processing User Constrained Dominant Sets for User-Oriented Fairness in Recommender Systems
by: Liu, Yixiu, et al.
Published: (2025)

ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation
by: Nazary, Fatemeh, et al.
Published: (2025)

UMRE: A Unified Monotonic Transformation for Ranking Ensemble in Recommender Systems
by: Xu, Zhengrui, et al.
Published: (2025)

CRS Arena: Crowdsourced Benchmarking of Conversational Recommender Systems
by: Bernard, Nolwenn, et al.
Published: (2024)

Are Representation Disentanglement and Interpretability Linked in Recommendation Models? A Critical Review and Reproducibility Study
by: Dervishaj, Ervin, et al.
Published: (2025)

Impacts of Mainstream-Driven Algorithms on Recommendations for Children Across Domains: A Reproducibility Study
by: Ungruh, Robin, et al.
Published: (2025)

ERASE -- A Real-World Aligned Benchmark for Unlearning in Recommender Systems
by: Lubitzsch, Pierre, et al.
Published: (2026)

A Systematic Reproducibility Study of BSARec for Sequential Recommendation
by: Hutter, Jan, et al.
Published: (2025)

Unified Generative Search and Recommendation
by: Shi, Teng, et al.
Published: (2025)

A Unified Framework for Cross-Domain Recommendation
by: Cao, Jiangxia, et al.
Published: (2024)

EDGE-Rec: Efficient and Data-Guided Edge Diffusion For Recommender Systems Graphs
by: Priyam, Utkarsh, et al.
Published: (2024)

Reproducibility Companion Paper: Making Users Indistinguishable: Attribute-wise Unlearning in Recommender Systems
by: Li, Yuyuan, et al.
Published: (2025)

Improving the Reusability of Conversational Search Test Collections
by: Abbasiantaeb, Zahra, et al.
Published: (2025)

A Reproducibility Study of Product-side Fairness in Bundle Recommendation
by: Nguyen, Huy-Son, et al.
Published: (2025)

SilverTorch: A Unified Model-based System to Democratize Large-Scale Recommendation on GPUs
by: Xue, Bi, et al.
Published: (2025)

Towards a Real-World Aligned Benchmark for Unlearning in Recommender Systems
by: Lubitzsch, Pierre, et al.
Published: (2025)

Eliminating Out-of-Domain Recommendations in LLM-based Recommender Systems: A Unified View
by: Liao, Hao, et al.
Published: (2025)

OpenP5: An Open-Source Platform for Developing, Training, and Evaluating LLM-based Recommender Systems
by: Xu, Shuyuan, et al.
Published: (2023)

RecRM-Bench: Benchmarking Multidimensional Reward Modeling for Agentic Recommender Systems
by: Zeng, Wenwen, et al.
Published: (2026)

UniER: A Unified Benchmark for Item-level and Path-level Exercise Recommendation
by: Cheng, Xinghe, et al.
Published: (2026)