OpenCodePapers

multimodal-recommendation-on-amazon-office

Recommendation SystemsMultimodal Recommendation
Dataset Link
Results over time
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Leaderboard
PaperCodeRecallnDCGHit RatioModelNameReleaseDate
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link15.757.7125.79LATTICE (ResNet50+ Sentence Bert)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link15.717.6325.65LATTICE (ALIGN)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link15.647.6625.88FREEDOM (CLIP)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link15.587.5723.59FREEDOM (ResNet50+ Sentence Bert)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link14.997.4324.85NGCF-M (CLIP)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link14.357.1424.04NGCF-M (ResNet50+ Sentence Bert)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link13.996.9323.95LightGCN2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link13.846.7523.40BM3 (ALIGN)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link13.136.4222.5BM3 (ResNet50+ Sentence Bert)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link13.106.4722.32GRCN (CLIP)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link12.836.1822.01VBPR (ResNet50+ Sentence Bert)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link12.786.2322.10VBPR (CLIP)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link12.316.0821.20GRCN (ResNet50+ Sentence Bert)2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link12.195.8920.89DGCF2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link11.855.8920.49SGL2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link11.355.7620.33ItemKNN2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link11.285.3519.70BPRMF2024-09-24
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation✓ Link11.055.4519.62NGCF2024-09-24