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Models/LT-OCF

LT-OCF

Reported on 13 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Knowledge Base7 results

Recommendation SystemsonGowalla
Recall@20· 2021-08-08
0.1875
best: 0.1922 (RLAE-DAN)
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Recommendation SystemsonYelp2018
NDCG@20· 2021-08-08
0.0549
best: 0.0611 (NESCL)
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Recommendation SystemsonYelp2018
Recall@20· 2021-08-08
0.0671
best: 0.0743 (NESCL)
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Recommendation SystemsonAmazon-Book
Recall@20· 2021-08-08
0.0442
best: 0.0773 (SSCF)
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Recommendation SystemsonAmazon-Book
nDCG@20· 2021-08-08
0.0341
best: 0.0647 (SSCF)
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Recommendation SystemsonAmazon-book
Recall@20· 2021-08-08
0.1875
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Recommendation SystemsonGowalla
nDCG@20· 2021-08-08
0.1574
best: 0.6019 (ConvNCF)
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208

Miscellaneous6 results

Collaborative FilteringonGowalla
NDCG@20· 2021-08-08
0.1574
best: 0.1617 (NESCL)
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Collaborative FilteringonGowalla
Recall@20· 2021-08-08
0.1875
best: 0.1922 (RLAE-DAN)
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Collaborative FilteringonAmazon-Book
NDCG@20· 2021-08-08
0.0341
best: 0.0637 (SANSA)
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Collaborative FilteringonAmazon-Book
Recall@20· 2021-08-08
0.0442
best: 0.0768 (SANSA)
SOTA
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Collaborative FilteringonYelp2018
NDCG@20· 2021-08-08
0.0549
best: 0.0611 (NESCL)
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208
Collaborative FilteringonYelp2018
Recall@20· 2021-08-08
0.0671
best: 0.0743 (NESCL)
LT-OCF: Learnable-Time ODE-based Collaborative Filtering arXiv:2108.06208