Recommendation Systems on Amazon Office Products

Metric: nDCG (higher is better)

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#	Model↕	nDCG▼	Extra Data	Paper	Date↕	Code
1	LATTICE (ResNet50+ Sentence Bert)	7.71	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
2	FREEDOM (CLIP)	7.66	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
3	LATTICE (ALIGN)	7.63	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
4	FREEDOM (ResNet50+ Sentence Bert)	7.57	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
5	NGCF-M (CLIP)	7.43	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
6	NGCF-M (ResNet50+ Sentence Bert)	7.14	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
7	LightGCN	6.93	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
8	BM3 (ALIGN)	6.75	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
9	GRCN (CLIP)	6.47	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
10	BM3 (ResNet50+ Sentence Bert)	6.42	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
11	VBPR (CLIP)	6.23	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
12	VBPR (ResNet50+ Sentence Bert)	6.18	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
13	GRCN (ResNet50+ Sentence Bert)	6.08	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
14	DGCF	5.89	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
15	SGL	5.89	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
16	ItemKNN	5.76	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
17	NGCF	5.45	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code
18	BPRMF	5.35	No	Ducho meets Elliot: Large-scale Benchmarks for M...	2024-09-24	Code