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Models/LATTICE (ALIGN)

LATTICE (ALIGN)

Reported on 9 benchmarks across 1 task · 1 paper · 2 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Knowledge Base9 results

Recommendation SystemsonAmazon Beauty
Hit Ratio· 2024-09-24
21.31
SOTA
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Beauty
Recall· 2024-09-24
13.93
SOTA
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Office Products
Hit Ratio· 2024-09-24
25.65
best: 25.88 (FREEDOM (CLIP))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Office Products
Recall· 2024-09-24
15.71
best: 15.75 (LATTICE (ResNet50+ Sentence Bert))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Office Products
nDCG· 2024-09-24
7.63
best: 7.71 (LATTICE (ResNet50+ Sentence Bert))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Toys & Games
Hit Ratio· 2024-09-24
19.27
best: 20.7 (FREEDOM (MMFashion + Sentence Bert))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Toys & Games
Recall· 2024-09-24
12.73
best: 13.73 (FREEDOM (MMFashion + Sentence Bert))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Toys & Games
nDCG· 2024-09-24
6.64
best: 7.1 (FREEDOM (MMFashion + Sentence Bert))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Beauty
nDCG· 2024-09-24
7.21
best: 7.24 (FREEDOM (ResNet50 + Sentence Bert))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857