Recommendation Systems on Amazon Baby

Metric: Recall (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Recall▼	Extra Data	Paper	Date↕	Code
1	FREEDOM (CLIP)	8.95	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
2	FREEDOM (ResNet50 + Sentence Bert)	8.81	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
3	LATTICE (ResNet50 + Sentence Bert)	8.41	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
4	LATTICE (MMFashion + Sentence Bert)	8.38	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
5	BM3 (AltCLIP)	8.15	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
6	BM3 (ResNet50 + Sentence Bert)	8.05	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
7	NGCF-M (Align)	7.7	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
8	LightGCN	7.56	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
9	NGCF-M (ResNet50 + Sentence Bert)	7.18	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
10	VBPR (MMFashion + Sentence Bert)	6.42	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
11	VBPR (ResNet50 + Sentence Bert)	6.21	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
12	DGCF	6.08	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
13	SGL	5.77	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
14	BPRMF	5.48	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
15	GRCN (ResNet50 + Sentence Bert)	5.29	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
16	GRCN (Align)	5.21	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
17	NGCF	5.09	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
18	ItemKNN	2.46	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code