Harth
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time-Series Classification | HARTH | Accuracy93.23 | 36 | |
| Clinical temporal classification | HARTH (test) | Macro-F180.43 | 24 | |
| Activity Recognition | HARTH (test) | Accuracy90.35 | 10 | |
| Human Activity Recognition | HARTH | Inference Time (ms)0.61 | 10 | |
| Human Activity Recognition | HARTH cross-subject transfer | Performance S006 -> S03258.27 | 10 | |
| Semi-supervised classification | HARTH 20% labels | Accuracy88.93 | 9 | |
| Semi-supervised classification | HARTH 10% labels | Accuracy88.16 | 9 | |
| Semi-supervised classification | HARTH 5% labels | Accuracy87.39 | 9 | |
| Activity Recognition | Harth | Accuracy68.9 | 9 | |
| Classification | HARTH | 1NN Accuracy81.13 | 7 | |
| Clustering | HARTH | NMI0.686 | 6 | |
| Human Activity Recognition | HARTH | Macro F1 Gain33.44 | 6 | |
| Human Activity Recognition | Harth Full-Shot | Accuracy98 | 4 |
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