Anomaly Detection on MSL (test)
85.06F1 ScoreTSRating
Evaluation results
| Method | Links | |
|---|---|---|
| TSRatingDownstream Model=PatchTST2025.06 | 85.06 | |
| TSRatingDownstream Model=iTransformer2025.06 | 84.98 | |
| TSRatingDownstream Model=TimeMixer2025.06 | 84.85 | |
| TSRatingDownstream Model=CNN2025.06 | 84.8 | |
| TSRatingDownstream Model=Linear2025.06 | 82.53 | |
| TimeInfDownstream Model=CNN2025.06 | 81.59 | |
| DataShapleyDownstream Model=CNN2025.06 | 81.44 | |
| DataShapleyDownstream Model=PatchTST2025.06 | 81.4 | |
| TimeInfDownstream Model=PatchTST2025.06 | 81.4 | |
| TimeInfDownstream Model=iTransformer2025.06 | 81.37 | |
| DataShapleyDownstream Model=iTransformer2025.06 | 81.25 | |
| TimeInfDownstream Model=TimeMixer2025.06 | 81.2 | |
| DataShapleyDownstream Model=TimeMixer2025.06 | 81.03 | |
| RandomDownstream Model=CNN2025.06 | 79.53 | |
| RandomDownstream Model=PatchTST2025.06 | 79.36 | |
| RandomDownstream Model=iTransformer2025.06 | 79.12 | |
| TimeInfDownstream Model=Linear2025.06 | 79.09 | |
| RandomDownstream Model=TimeMixer2025.06 | 78.97 | |
| DataShapleyDownstream Model=Linear2025.06 | 77.8 | |
| RandomDownstream Model=Linear2025.06 | 76.78 |