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SotA/Knowledge Base/Recommendation Systems/Amazon Digital Music

Recommendation Systems on Amazon Digital Music

Metric: nDCG (higher is better)

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Results

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#Model↕nDCG▼Extra DataPaperDate↕Code
1LATTICE (AltCLIP)16.58No---
2FREEDOM (AltCLIP)16.19No---
3FREEDOM (ResNet50 + Sentence Bert)16.15NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
4LATTICE (ResNet50 + Sentence Bert)16.07NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
5NGCF-M (CLIP)15.54No---
6NGCF-M (ResNet50 + Sentence Bert)15.35NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
7VBPR (ResNet50 + Sentence Bert)15.22NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
8VBPR (CLIP)15.13No---
9SGL15.03NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
10LightGCN14.95NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
11BRMF14.94NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
12NGCF14.58NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
13DGCF14.46NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
14BM3 (MMFashion + Sentence Bert)14.4No---
15BM3 (ResNet50 + Sentence Bert)14.34NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
16GRCN (CLIP)13.09No---
17GRCN (ResNet50 + Sentence Bert)12.17NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code
18ItemKNN12NoDucho meets Elliot: Large-scale Benchmarks for M...2024-09-24Code