Time Series Classification on Electric
53.25AccuracyFull Dataset
Evaluation results
| Method | Links | |
|---|---|---|
| Full DatasetBackbone=Transformer2026.02 | 53.25 | |
| ShapeCondRatio(%)=0.9, SPC=10, Backbone=Transformer2026.02 | 42.55 | |
| RandomRatio(%)=0.9, SPC=10, Backbone=Transformer2026.02 | 40.89 | |
| ShapeCondRatio(%)=0.4, SPC=5, Backbone=Transformer2026.02 | 40.59 | |
| K-CenterRatio(%)=0.9, SPC=10, Backbone=Transformer2026.02 | 39.24 | |
| CondTSCRatio(%)=0.9, SPC=10, Backbone=Transformer2026.02 | 38.37 | |
| SRe2LRatio(%)=0.9, SPC=10, Backbone=Transformer2026.02 | 37.45 | |
| MTTRatio(%)=0.9, SPC=10, Backbone=Transformer2026.02 | 37.06 | |
| CondTSCRatio(%)=0.4, SPC=5, Backbone=Transformer2026.02 | 36.98 | |
| HerdingRatio(%)=0.9, SPC=10, Backbone=Transformer2026.02 | 35.93 | |
| RandomRatio(%)=0.1, SPC=1, Backbone=Transformer2026.02 | 35.54 | |
| ShapeCondRatio(%)=0.1, SPC=1, Backbone=Transformer2026.02 | 35.36 | |
| MTTRatio(%)=0.4, SPC=5, Backbone=Transformer2026.02 | 35.12 | |
| SRe2LRatio(%)=0.4, SPC=5, Backbone=Transformer2026.02 | 34.77 | |
| DSARatio(%)=0.9, SPC=10, Backbone=Transformer2026.02 | 33.96 | |
| SRe2LRatio(%)=0.1, SPC=1, Backbone=Transformer2026.02 | 32.86 | |
| DCRatio(%)=0.9, SPC=10, Backbone=Transformer2026.02 | 32.75 | |
| DSARatio(%)=0.4, SPC=5, Backbone=Transformer2026.02 | 32.54 | |
| MTTRatio(%)=0.1, SPC=1, Backbone=Transformer2026.02 | 30.69 | |
| DCRatio(%)=0.4, SPC=5, Backbone=Transformer2026.02 | 30.25 | |
| DSARatio(%)=0.1, SPC=1, Backbone=Transformer2026.02 | 30.23 | |
| K-CenterRatio(%)=0.1, SPC=1, Backbone=Transformer2026.02 | 29.91 | |
| RandomRatio(%)=0.4, SPC=5, Backbone=Transformer2026.02 | 29.56 | |
| HerdingRatio(%)=0.1, SPC=1, Backbone=Transformer2026.02 | 29.33 | |
| K-CenterRatio(%)=0.4, SPC=5, Backbone=Transformer2026.02 | 29.01 | |
| CondTSCRatio(%)=0.1, SPC=1, Backbone=Transformer2026.02 | 28.86 | |
| DCRatio(%)=0.1, SPC=1, Backbone=Transformer2026.02 | 27.49 | |
| HerdingRatio(%)=0.4, SPC=5, Backbone=Transformer2026.02 | 24.56 |