Recommendation Systems on ReDial

Metric: Recall@50 (higher is better)

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#	Model↕	Recall@50▼	Extra Data	Paper	Date↕	Code
1	UniCRS	0.428	No	Towards Unified Conversational Recommender Syste...	2022-06-19	Code
2	KERL	0.426	No	Knowledge Graphs and Pre-trained Language Models...	2023-12-18	Code
3	UCCR	0.4258	No	User-Centric Conversational Recommendation with ...	2022-04-20	Code
4	C2CRS	0.407	No	C2-CRS: Coarse-to-Fine Contrastive Learning for ...	2022-01-04	Code
5	CRFR	0.399	No	-	-	-
6	KGSF	0.378	No	Improving Conversational Recommender Systems via...	2020-07-08	Code
7	CR-Walker	0.376	No	CR-Walker: Tree-Structured Graph Reasoning and D...	2020-10-20	Code
8	KBRD	0.338	No	Towards Knowledge-Based Recommender Dialog System	2019-08-15	Code

#1UniCRSSOTA
0.428
Recall@50· 2022-06-19
Towards Unified Conversational Recommender Systems via Knowledge-Enhanced Prompt Learning Code
#2KERL
0.426
Recall@50· 2023-12-18
Knowledge Graphs and Pre-trained Language Models enhanced Representation Learning for Conversational Recommender Systems Code
#3UCCRSOTA
0.4258
Recall@50· 2022-04-20
User-Centric Conversational Recommendation with Multi-Aspect User Modeling Code
#4C2CRSSOTA
0.407
Recall@50· 2022-01-04
C2-CRS: Coarse-to-Fine Contrastive Learning for Conversational Recommender System Code
#5CRFR
0.399
Recall@50
No paper
#6KGSFSOTA
0.378
Recall@50· 2020-07-08
Improving Conversational Recommender Systems via Knowledge Graph based Semantic Fusion Code
#7CR-Walker
0.376
Recall@50· 2020-10-20
CR-Walker: Tree-Structured Graph Reasoning and Dialog Acts for Conversational Recommendation Code
#8KBRDSOTA
0.338
Recall@50· 2019-08-15
Towards Knowledge-Based Recommender Dialog System Code