Anomaly Detection on Synthetic Gaussian mixture datasets global anomalies
1F1 ScoreTACTIC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TACTICDataset ID=12026.03 | 1 | — | |
| TACTICDataset ID=162026.03 | 1 | — | |
| TACTICDataset ID=212026.03 | 1 | — | |
| TACTICDataset ID=112026.03 | 0.9987 | — | |
| TACTICDataset ID=232026.03 | 0.998 | — | |
| TACTICDataset ID=172026.03 | 0.9947 | — | |
| TACTICDataset ID=32026.03 | 0.994 | — | |
| TACTICDataset ID=52026.03 | 0.994 | — | |
| TACTICDataset ID=102026.03 | 0.9927 | — | |
| TACTICDataset ID=202026.03 | 0.9926 | — | |
| TACTICDataset ID=72026.03 | 0.9817 | — | |
| TACTICDataset ID=122026.03 | 0.9771 | — | |
| TACTICDataset ID=22026.03 | 0.9484 | — | |
| TACTICDataset ID=62026.03 | 0.9312 | — | |
| TACTICDataset ID=192026.03 | 0.9308 | — | |
| TACTICDataset ID=182026.03 | 0.9081 | — | |
| TACTICDataset ID=242026.03 | 0.9054 | — | |
| TACTICDataset ID=42026.03 | 0.8999 | — | |
| TACTICDataset ID=Mean2026.03 | 0.8949 | — | |
| TACTICDataset ID=02026.03 | 0.8709 | — | |
| TACTICDataset ID=92026.03 | 0.8604 | — | |
| TACTICDataset ID=152026.03 | 0.8415 | — | |
| KNNDataset ID=Mean2026.03 | 0.81 | — | |
| OCSVMDataset ID=Mean2026.03 | 0.8089 | — | |
| IForestDataset ID=Mean2026.03 | 0.8087 | — | |
| PCADataset ID=Mean2026.03 | 0.8074 | — | |
| HBOSDataset ID=Mean2026.03 | 0.8058 | — | |
| LOFDataset ID=Mean2026.03 | 0.8013 | — | |
| COPODDataset ID=Mean2026.03 | 0.7998 | — | |
| COFDataset ID=Mean2026.03 | 0.7447 | — | |
| TACTICDataset ID=142026.03 | 0.7362 | — | |
| TACTICDataset ID=132026.03 | 0.6319 | — | |
| TACTICDataset ID=222026.03 | 0.4996 | — | |
| TACTICDataset ID=82026.03 | 0.4836 | — | |
| CBLOFDataset ID=Mean2026.03 | 0.4032 | — | |
| CBLOFDataset ID=Median-Rank2026.03 | — | 10 | |
| COFDataset ID=Median-Rank2026.03 | — | 9 | |
| COPODDataset ID=Median-Rank2026.03 | — | 6 | |
| HBOSDataset ID=Median-Rank2026.03 | — | 5 | |
| IForestDataset ID=Median-Rank2026.03 | — | 4 | |
| KNNDataset ID=Median-Rank2026.03 | — | 5 | |
| LOFDataset ID=Median-Rank2026.03 | — | 5 | |
| OCSVMDataset ID=Median-Rank2026.03 | — | 4 | |
| PCADataset ID=Median-Rank2026.03 | — | 5 | |
| TACTICDataset ID=Median-Rank2026.03 | — | 1 |