Recommendation Systems on Amazon Baby

Metric: Hit Ratio (higher is better)

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#	Model↕	Hit Ratio▼	Extra Data	Paper	Date↕	Code
1	FREEDOM (CLIP)	14.45	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
2	FREEDOM (ResNet50 + Sentence Bert)	14.28	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
3	LATTICE (ResNet50 + Sentence Bert)	13.69	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
4	LATTICE (MMFashion + Sentence Bert)	13.63	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
5	BM3 (AltCLIP)	13.53	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
6	BM3 (ResNet50 + Sentence Bert)	13.29	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
7	NGCF-M (Align)	12.61	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
8	LightGCN	12.6	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
9	NGCF-M (ResNet50 + Sentence Bert)	11.91	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
10	VBPR (MMFashion + Sentence Bert)	10.39	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
11	DGCF	10.26	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
12	VBPR (ResNet50 + Sentence Bert)	10.18	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
13	SGL	9.4	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
14	BPRMF	9.04	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
15	GRCN (ResNet50 + Sentence Bert)	8.81	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
16	GRCN (Align)	8.76	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
17	NGCF	8.59	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
18	ItemKNN	4.21	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code