HyperAI

Multimodal Recommendation On Amazon Toys

المقاييس

Hit Ratio
Recall
nDCG

النتائج

نتائج أداء النماذج المختلفة على هذا المعيار القياسي

اسم النموذج
Hit Ratio
Recall
nDCG
Paper TitleRepository
SGL16.6810.765.93Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
FREEDOM (MMFashion + Sentence Bert)20.7013.737.10Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
VBPR (ALIGN)16.8611.065.85Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
GRCN (ALIGN)15.359.945.07Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
FREEDOM (ResNet50 + Sentence Bert)20.6413.677.04Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
DGCF14.719.435.12Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
LightGCN16.6310.595.58Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
GRCN (ResNet50 + Sentence Bert)15.009.679.675.07Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
NGCF-M (ResNet50 + Sentence Bert)16.7310.855.73Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
BPRMF14.759.515.02Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
BM3 (ALIGN)15.7810.075.24Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
VBPR (ResNet50 + Sentence Bert)16.5410.835.70Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
LATTICE (ResNet50 + Sentence Bert)18.9512.426.45Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
NGCF-M (ALIGN)17.1611.125.80Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
LATTICE (ALIGN)19.2712.736.64Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
NGCF14.449.244.87Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
ItemKNN11.066.973.91Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
BM3 (ResNet50 + Sentence Bert)15.569.945.14Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation
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