KAN

Reported on 3 benchmarks across 2 tasks · 2 papers

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

Methodology3 results

Anomaly DetectiononUCR Anomaly Archive
AUC ROC · 2024-11-01
0.7489
best: 0.8001 (SubLOF)
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold Networks arXiv:2411.00278
Continual LearningonASC (19 tasks)
F1 - macro· 2021-12-18
0.7738
best: 0.8811 (Multi-task Learning (MTL; Upper Bound))
Continual Learning with Knowledge Transfer for Sentiment Classification arXiv:2112.10021
Continual LearningonDSC (10 tasks)
F1 - macro· 2021-12-18
0.8123
best: 0.8875 (CTR)
Continual Learning with Knowledge Transfer for Sentiment Classification arXiv:2112.10021