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Models/BM3 (ALIGN)

BM3 (ALIGN)

Reported on 9 benchmarks across 1 task · 1 paper

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

Knowledge Base9 results

Recommendation SystemsonAmazon Office Products
Hit Ratio· 2024-09-24
23.4
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
13.84
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
6.75
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
15.78
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
10.07
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
5.24
best: 7.1 (FREEDOM (MMFashion + Sentence Bert))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Beauty
Hit Ratio· 2024-09-24
18.04
best: 21.31 (LATTICE (ALIGN))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Beauty
Recall· 2024-09-24
11.67
best: 13.93 (LATTICE (ALIGN))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857
Recommendation SystemsonAmazon Beauty
nDCG· 2024-09-24
6.04
best: 7.24 (FREEDOM (ResNet50 + Sentence Bert))
Ducho meets Elliot: Large-scale Benchmarks for Multimodal Recommendation arXiv:2409.15857