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Models/CARCA

CARCA

Reported on 7 benchmarks across 1 task · 1 paper · 7 SOTA

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

Knowledge Base7 results

  • Recommendation SystemsonAmazon Beauty
    Hit@10· uses extra data· 2022-04-04
    0.579
    best: 0.6793 (CARCA Abs + Con)
    SOTA
    CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-AttentionarXiv:2204.06519
  • Recommendation SystemsonAmazon Beauty
    nDCG@10· uses extra data· 2022-04-04
    0.396
    best: 0.449 (ProxyRCA)
    SOTA
    CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-AttentionarXiv:2204.06519
  • Recommendation SystemsonAmazon Fashion
    HitRatio@ 10 (100 Neg. Samples)· uses extra data· 2022-04-04
    0.591
    best: 0.661 (ProxyRCA)
    SOTA
    CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-AttentionarXiv:2204.06519
  • Recommendation SystemsonAmazon Fashion
    nDCG@10 (100 Neg. Samples)· uses extra data· 2022-04-04
    0.381
    best: 0.446 (ProxyRCA)
    SOTA
    CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-AttentionarXiv:2204.06519
  • Recommendation SystemsonAmazon Games
    Hit@10· uses extra data· 2022-04-04
    0.782
    best: 0.809 (ProxyRCA)
    SOTA
    CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-AttentionarXiv:2204.06519
  • Recommendation SystemsonAmazon Games
    nDCG@10· uses extra data· 2022-04-04
    0.573
    best: 0.611 (ProxyRCA)
    SOTA
    CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-AttentionarXiv:2204.06519
  • Recommendation SystemsonAmazon Men
    Hit@10· uses extra data· 2022-04-04
    0.55
    best: 0.7386 (CARCA Learnt + Con)
    SOTA
    CARCA: Context and Attribute-Aware Next-Item Recommendation via Cross-AttentionarXiv:2204.06519