Recommendation Systems on Amazon Toys & Games

Metric: Hit Ratio (higher is better)

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#	Model↕	Hit Ratio▼	Extra Data	Paper	Date↕	Code
1	FREEDOM (MMFashion + Sentence Bert)	20.7	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
2	FREEDOM (ResNet50 + Sentence Bert)	20.64	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
3	LATTICE (ALIGN)	19.27	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
4	LATTICE (ResNet50 + Sentence Bert)	18.95	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
5	NGCF-M (ALIGN)	17.16	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
6	VBPR (ALIGN)	16.86	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
7	NGCF-M (ResNet50 + Sentence Bert)	16.73	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
8	SGL	16.68	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
9	LightGCN	16.63	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
10	VBPR (ResNet50 + Sentence Bert)	16.54	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
11	BM3 (ALIGN)	15.78	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
12	BM3 (ResNet50 + Sentence Bert)	15.56	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
13	GRCN (ALIGN)	15.35	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
14	GRCN (ResNet50 + Sentence Bert)	15	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
15	BPRMF	14.75	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
16	DGCF	14.71	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
17	NGCF	14.44	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
18	ItemKNN	11.06	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code