Recommendation Systems on Amazon Beauty

Metric: Recall (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	LATTICE (ALIGN)	13.93	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
2	FREEDOM (MMFashion + Sentecen Bert)	13.87	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
3	FREEDOM (ResNet50 + Sentence Bert)	13.85	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
4	LATTICE (ResNet50 + Sentence Bert)	13.44	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
5	LightGCN	12.3	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
6	VBPR (AltCLIP)	11.94	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
7	NGCF-M (MMFashion + Sentecen Bert)	11.93	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
8	SGL	11.82	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
9	NGCF-M (ResNet50 + Sentence Bert)	11.72	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
10	BM3 (ALIGN)	11.67	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
11	VBPR (ResNet50 + Sentence Bert)	11.54	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
12	BM3 (ResNet50 + Sentence Bert)	11.28	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
13	BPRMF	10.72	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
14	NGCF	10.42	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
15	DGCF	10.42	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
16	GRCN (ALIGN)	10.26	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
17	GRCN (ResNet50 + Sentence Bert)	9.57	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
18	ItemKNN	6.97	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code