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Models/SVD-AE

SVD-AE

Reported on 20 benchmarks across 1 task · 1 paper · 16 SOTA

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

Knowledge Base20 results

Recommendation SystemsonGowalla
HR@10· 2024-05-08
0.144
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonGowalla
HR@100· 2024-05-08
0.3734
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonGowalla
PSP@10· 2024-05-08
0.248
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonGowalla
nDCG@10· 2024-05-08
0.1394
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonGowalla
nDCG@100· 2024-05-08
0.2115
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 1M
nDCG@100· 2024-05-08
0.4257
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 10M
HR@10· 2024-05-08
0.3676
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 10M
HR@100· 2024-05-08
0.648
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 10M
PSP@10· 2024-05-08
0.0493
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 10M
nDCG@10· 2024-05-08
0.3775
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 10M
nDCG@100· 2024-05-08
0.4697
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonYelp2018
HR@10· 2024-05-08
0.049
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonYelp2018
HR@100· 2024-05-08
0.1979
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonYelp2018
PSP@10· 2024-05-08
45
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonYelp2018
nDCG@10· 2024-05-08
0.0474
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonYelp2018
nDCG@100· 2024-05-08
0.1022
SOTA
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 1M
HR@10· 2024-05-08
0.3179
best: 0.8903 (KTUP (soft))
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 1M
HR@100· 2024-05-08
0.5933
best: 0.6005 (∞-AE)
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 1M
PSP@10· 2024-05-08
0.0322
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746
Recommendation SystemsonMovieLens 1M
nDCG@10· 2024-05-08
0.3355
best: 0.6292 (SSE-PT)
SVD-AE: Simple Autoencoders for Collaborative Filtering arXiv:2405.04746