Sequence Modeling on Industrial Dataset
64.55AUCHiSAC + Longer
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HiSAC + LongerSequence Length=10k2026.02 | 64.55 | 55.37 | |
| HiSAC + LongerSequence Length=4k2026.02 | 64.52 | 55.33 | |
| HiSAC + LongerSequence Length=2k2026.02 | 64.49 | 55.3 | |
| HiSAC + ELASTICSequence Length=10k2026.02 | 64.49 | 55.31 | |
| HiSAC + ELASTICSequence Length=4k2026.02 | 64.48 | 55.28 | |
| LongerSequence Length=10k2026.02 | 64.48 | 55.29 | |
| HiSAC + PatchRecSequence Length=10k2026.02 | 64.47 | 55.3 | |
| HiSAC + ELASTICSequence Length=2k2026.02 | 64.46 | 55.24 | |
| HiSACSequence Length=10k2026.02 | 64.44 | 55.25 | |
| LongerSequence Length=4k2026.02 | 64.43 | 55.25 | |
| ELASTICSequence Length=10k2026.02 | 64.42 | 55.21 | |
| HiSAC + PatchRecSequence Length=2k2026.02 | 64.41 | 55.19 | |
| HiSAC + PatchRecSequence Length=4k2026.02 | 64.41 | 55.24 | |
| HiSACSequence Length=4k2026.02 | 64.4 | 55.22 | |
| PatchRecSequence Length=10k2026.02 | 64.4 | 55.18 | |
| HiSACSequence Length=2k2026.02 | 64.38 | 55.2 | |
| ELASTICSequence Length=4k2026.02 | 64.38 | 55.21 | |
| AggregatorSequence Length=10k2026.02 | 64.38 | 55.18 | |
| LongerSequence Length=2k2026.02 | 64.37 | 55.19 | |
| AggregatorSequence Length=4k2026.02 | 64.36 | 55.17 | |
| HiSAC + LongerSequence Length=1k2026.02 | 64.35 | 55.18 | |
| PatchRecSequence Length=4k2026.02 | 64.35 | 55.18 | |
| ELASTICSequence Length=2k2026.02 | 64.34 | 55.18 | |
| HiSAC + ELASTICSequence Length=1k2026.02 | 64.33 | 55.16 | |
| AggregatorSequence Length=2k2026.02 | 64.33 | 55.17 | |
| HiSAC + PatchRecSequence Length=1k2026.02 | 64.31 | 55.14 | |
| HiSACSequence Length=1k2026.02 | 64.29 | 55.14 | |
| PatchRecSequence Length=2k2026.02 | 64.29 | 55.16 | |
| LongerSequence Length=1k2026.02 | 64.28 | 55.14 | |
| AggregatorSequence Length=1k2026.02 | 64.27 | 55.13 | |
| K-MeansSequence Length=10k2026.02 | 64.26 | 55.15 | |
| MHASequence Length=4k2026.02 | 64.24 | 55.11 | |
| ELASTICSequence Length=1k2026.02 | 64.22 | 55.11 | |
| LSHSequence Length=10k2026.02 | 64.22 | 55.12 | |
| K-MeansSequence Length=4k2026.02 | 64.21 | 55.11 | |
| MHASequence Length=2k2026.02 | 64.2 | 55.07 | |
| PatchingSequence Length=10k2026.02 | 64.2 | 55.08 | |
| K-MeansSequence Length=2k2026.02 | 64.19 | 55.04 | |
| MHASequence Length=10k2026.02 | 64.19 | 55.03 | |
| LSHSequence Length=4k2026.02 | 64.18 | 55.09 | |
| PatchingSequence Length=4k2026.02 | 64.17 | 54.93 | |
| MHASequence Length=1k2026.02 | 64.15 | 55.01 | |
| PatchRecSequence Length=1k2026.02 | 64.14 | 54.98 | |
| LSHSequence Length=2k2026.02 | 64.1 | 54.88 | |
| K-MeansSequence Length=1k2026.02 | 64.07 | 54.86 | |
| PatchingSequence Length=2k2026.02 | 64.04 | 54.85 | |
| LSHSequence Length=1k2026.02 | 63.99 | 54.7 | |
| PatchingSequence Length=1k2026.02 | 63.85 | 54.66 |