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SotA/Knowledge Base/Recommendation Systems/Amazon Digital Music

Recommendation Systems on Amazon Digital Music

Metric: Hit Ratio (higher is better)

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#Model↕Hit Ratio▼Extra DataPaperDate↕Code
1LATTICE (AltCLIP)44.69No---
2FREEDOM (AltCLIP)44.08No---
3LATTICE (ResNet50 + Sentence Bert)43.6NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
4VBPR (ResNet50 + Sentence Bert)43.54NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
5FREEDOM (ResNet50 + Sentence Bert)43.46NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
6LightGCN43.19NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
7NGCF-M (CLIP)42.6No---
8VBPR (CLIP)42.46No---
9NGCF-M (ResNet50 + Sentence Bert)41.91NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
10BM3 (MMFashion + Sentence Bert)41.73No---
11BM3 (ResNet50 + Sentence Bert)41.42NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
12BRMF41.13NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
13SGL40.81NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
14DGCF40.46NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
15NGCF40.14NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
16GRCN (CLIP)37.96No---
17GRCN (ResNet50 + Sentence Bert)36.25NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
18ItemKNN34.51NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code