Recommendation Systems on Amazon Toys & Games

Metric: nDCG (higher is better)

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#	Model↕	nDCG▼	Extra Data	Paper	Date↕	Code
1	FREEDOM (MMFashion + Sentence Bert)	7.1	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
2	FREEDOM (ResNet50 + Sentence Bert)	7.04	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
3	LATTICE (ALIGN)	6.64	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
4	LATTICE (ResNet50 + Sentence Bert)	6.45	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
5	SGL	5.93	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
6	VBPR (ALIGN)	5.85	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
7	NGCF-M (ALIGN)	5.8	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
8	NGCF-M (ResNet50 + Sentence Bert)	5.73	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
9	VBPR (ResNet50 + Sentence Bert)	5.7	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
10	LightGCN	5.58	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
11	BM3 (ALIGN)	5.24	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
12	BM3 (ResNet50 + Sentence Bert)	5.14	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
13	DGCF	5.12	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
14	GRCN (ALIGN)	5.07	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
15	BPRMF	5.02	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
16	NGCF	4.87	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
17	ItemKNN	3.91	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code