NineRec: A Benchmark Dataset Suite for Evaluating Transferable Recommendation
Fuente:
arXiv
Saved in:
| Main Authors: | Zhang, Jiaqi, Cheng, Yu, Ni, Yongxin, Pan, Yunzhu, Yuan, Zheng, Fu, Junchen, Li, Youhua, Wang, Jie, Yuan, Fajie |
|---|---|
| Format: | Preprint |
| Published: |
2023
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
TransRec: Learning Transferable Recommendation from Mixture-of-Modality Feedback
by: Wang, Jie, et al.
Published: (2022)
by: Wang, Jie, et al.
Published: (2022)
CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation
by: Fu, Junchen, et al.
Published: (2025)
by: Fu, Junchen, et al.
Published: (2025)
An Empirical Study of Training ID-Agnostic Multi-modal Sequential Recommenders
by: Li, Youhua, et al.
Published: (2024)
by: Li, Youhua, et al.
Published: (2024)
Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration
by: Li, Hongji, et al.
Published: (2025)
by: Li, Hongji, et al.
Published: (2025)
Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights
by: Li, Ruyu, et al.
Published: (2023)
by: Li, Ruyu, et al.
Published: (2023)
DaisyRec 2.0: Benchmarking Recommendation for Rigorous Evaluation
by: Sun, Zhu, et al.
Published: (2022)
by: Sun, Zhu, et al.
Published: (2022)
RecFlow: An Industrial Full Flow Recommendation Dataset
by: Liu, Qi, et al.
Published: (2024)
by: Liu, Qi, et al.
Published: (2024)
TrackRec: Iterative Alternating Feedback with Chain-of-Thought via Preference Alignment for Recommendation
by: Xia, Yu, et al.
Published: (2025)
by: Xia, Yu, et al.
Published: (2025)
RimiRec: Modeling Refined Multi-interest in Hierarchical Structure for Recommendation
by: Pei, Haolei, et al.
Published: (2024)
by: Pei, Haolei, et al.
Published: (2024)
Scenario-Wise Rec: A Multi-Scenario Recommendation Benchmark
by: Li, Xiaopeng, et al.
Published: (2024)
by: Li, Xiaopeng, et al.
Published: (2024)
Empowering Sequential Recommendation from Collaborative Signals and Semantic Relatedness
by: Cheng, Mingyue, et al.
Published: (2024)
by: Cheng, Mingyue, et al.
Published: (2024)
Are Multimodal Embeddings Truly Beneficial for Recommendation? A Deep Dive into Whole vs. Individual Modalities
by: Ye, Yu, et al.
Published: (2025)
by: Ye, Yu, et al.
Published: (2025)
AesRec: A Dataset for Aesthetics-Aligned Clothing Outfit Recommendation
by: Ye, Wenxin, et al.
Published: (2026)
by: Ye, Wenxin, et al.
Published: (2026)
FRONTIER-RevRec: A Large-scale Dataset for Reviewer Recommendation
by: Peng, Qiyao, et al.
Published: (2025)
by: Peng, Qiyao, et al.
Published: (2025)
Efficient and Effective Adaptation of Multimodal Foundation Models in Sequential Recommendation
by: Fu, Junchen, et al.
Published: (2024)
by: Fu, Junchen, et al.
Published: (2024)
ChainRec: An Agentic Recommender Learning to Route Tool Chains for Diverse and Evolving Interests
by: Li, Fuchun, et al.
Published: (2026)
by: Li, Fuchun, et al.
Published: (2026)
RecRM-Bench: Benchmarking Multidimensional Reward Modeling for Agentic Recommender Systems
by: Zeng, Wenwen, et al.
Published: (2026)
by: Zeng, Wenwen, et al.
Published: (2026)
OneRec-Think: In-Text Reasoning for Generative Recommendation
by: Liu, Zhanyu, et al.
Published: (2025)
by: Liu, Zhanyu, et al.
Published: (2025)
FineRec:Exploring Fine-grained Sequential Recommendation
by: Zhang, Xiaokun, et al.
Published: (2024)
by: Zhang, Xiaokun, et al.
Published: (2024)
MindRec: A Diffusion-driven Coarse-to-Fine Paradigm for Generative Recommendation
by: Gao, Mengyao, et al.
Published: (2025)
by: Gao, Mengyao, et al.
Published: (2025)
Benchmarking Multimodal Large Language Models for Missing Modality Completion in Product Catalogues
by: Fu, Junchen, et al.
Published: (2026)
by: Fu, Junchen, et al.
Published: (2026)
RaSeRec: Retrieval-Augmented Sequential Recommendation
by: Zhao, Xinping, et al.
Published: (2024)
by: Zhao, Xinping, et al.
Published: (2024)
AgentRecBench: Benchmarking LLM Agent-based Personalized Recommender Systems
by: Shang, Yu, et al.
Published: (2025)
by: Shang, Yu, et al.
Published: (2025)
MealRec$^+$: A Meal Recommendation Dataset with Meal-Course Affiliation for Personalization and Healthiness
by: Li, Ming, et al.
Published: (2024)
by: Li, Ming, et al.
Published: (2024)
Causality-Inspired Fair Representation Learning for Multimodal Recommendation
by: Chen, Weixin, et al.
Published: (2023)
by: Chen, Weixin, et al.
Published: (2023)
RecLM: Recommendation Instruction Tuning
by: Jiang, Yangqin, et al.
Published: (2024)
by: Jiang, Yangqin, et al.
Published: (2024)
SaviorRec: Semantic-Behavior Alignment for Cold-Start Recommendation
by: Yao, Yining, et al.
Published: (2025)
by: Yao, Yining, et al.
Published: (2025)
HyMiRec: A Hybrid Multi-interest Learning Framework for LLM-based Sequential Recommendation
by: Zhou, Jingyi, et al.
Published: (2025)
by: Zhou, Jingyi, et al.
Published: (2025)
VM-Rec: A Variational Mapping Approach for Cold-start User Recommendation
by: Zheng, Linan, et al.
Published: (2023)
by: Zheng, Linan, et al.
Published: (2023)
CURE4Rec: A Benchmark for Recommendation Unlearning with Deeper Influence
by: Chen, Chaochao, et al.
Published: (2024)
by: Chen, Chaochao, et al.
Published: (2024)
RecNextEval: A Reference Implementation for Temporal Next-Batch Recommendation Evaluation
by: Ng, Tze-Kean, et al.
Published: (2026)
by: Ng, Tze-Kean, et al.
Published: (2026)
RecDCL: Dual Contrastive Learning for Recommendation
by: Zhang, Dan, et al.
Published: (2024)
by: Zhang, Dan, et al.
Published: (2024)
AsarRec: Adaptive Sequential Augmentation for Robust Self-supervised Sequential Recommendation
by: Zhang, Kaike, et al.
Published: (2025)
by: Zhang, Kaike, et al.
Published: (2025)
ViLLA-MMBench: A Unified Benchmark Suite for LLM-Augmented Multimodal Movie Recommendation
by: Nazary, Fatemeh, et al.
Published: (2025)
by: Nazary, Fatemeh, et al.
Published: (2025)
Effective Knowledge Transfer for Multi-Task Recommendation Models
by: Cai, Guohao, et al.
Published: (2026)
by: Cai, Guohao, et al.
Published: (2026)
RecCoT: Enhancing Recommendation via Chain-of-Thought
by: Yang, Shuo, et al.
Published: (2025)
by: Yang, Shuo, et al.
Published: (2025)
RecGPT: A Foundation Model for Sequential Recommendation
by: Jiang, Yangqin, et al.
Published: (2025)
by: Jiang, Yangqin, et al.
Published: (2025)
GPFedRec: Graph-guided Personalization for Federated Recommendation
by: Zhang, Chunxu, et al.
Published: (2023)
by: Zhang, Chunxu, et al.
Published: (2023)
LoRec: Large Language Model for Robust Sequential Recommendation against Poisoning Attacks
by: Zhang, Kaike, et al.
Published: (2024)
by: Zhang, Kaike, et al.
Published: (2024)
DeepRec: Towards a Deep Dive Into the Item Space with Large Language Model Based Recommendation
by: Zheng, Bowen, et al.
Published: (2025)
by: Zheng, Bowen, et al.
Published: (2025)
Similar Items
-
TransRec: Learning Transferable Recommendation from Mixture-of-Modality Feedback
by: Wang, Jie, et al.
Published: (2022) -
CROSSAN: Towards Efficient and Effective Adaptation of Multiple Multimodal Foundation Models for Sequential Recommendation
by: Fu, Junchen, et al.
Published: (2025) -
An Empirical Study of Training ID-Agnostic Multi-modal Sequential Recommenders
by: Li, Youhua, et al.
Published: (2024) -
Teach Me How to Denoise: A Universal Framework for Denoising Multi-modal Recommender Systems via Guided Calibration
by: Li, Hongji, et al.
Published: (2025) -
Exploring the Upper Limits of Text-Based Collaborative Filtering Using Large Language Models: Discoveries and Insights
by: Li, Ruyu, et al.
Published: (2023)