Time-Series Classification on SLEEP
85.22AccuracySimMTM
Evaluation Results
| Method | Links | |
|---|---|---|
| SimMTMEvaluation Protocol=Linear evaluation2026.05 | 85.22 | |
| Di-COTEvaluation Protocol=Linear evaluation2026.05 | 85.21 | |
| TF-CEvaluation Protocol=Linear evaluation2026.05 | 85.18 | |
| CaTTEvaluation Protocol=Linear evaluation2026.05 | 85.17 | |
| TS-TCCEvaluation Protocol=Linear evaluation2026.05 | 85.15 | |
| TNCEvaluation Protocol=Linear evaluation2026.05 | 85.14 | |
| SupervisedEvaluation Protocol=Linear evaluation2026.05 | 84.99 | |
| CoSTEvaluation Protocol=Linear evaluation2026.05 | 84.96 | |
| SoftEvaluation Protocol=Linear evaluation2026.05 | 84.85 | |
| TS2VecEvaluation Protocol=Linear evaluation2026.05 | 84.81 | |
| InfoTSEvaluation Protocol=Linear evaluation2026.05 | 82.63 | |
| Random Init.Evaluation Protocol=Linear evaluation2026.05 | 82.22 | |
| TF-CEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 81.63 | |
| Di-COTEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 81.38 | |
| CaTTEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 81.34 | |
| TS-TCCEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 81.33 | |
| SimMTMEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 81.33 | |
| TNCEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 81.22 | |
| SoftEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 80.81 | |
| TS2VecEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 80.76 | |
| CoSTEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 80.18 | |
| SupervisedEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 75.16 | |
| InfoTSEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 74.9 | |
| Random Init.Evaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 74.18 | |
| MiniRocketEvaluation Protocol=Linear evaluation2026.05 | 59.8 | |
| MiniRocketEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 44.63 | |
| Raw DataEvaluation Protocol=Linear evaluation2026.05 | 35.58 | |
| Raw DataEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 35.58 | |
| Random ForestEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 25.57 | |
| Random ForestEvaluation Protocol=Linear evaluation2026.05 | 25.27 |