Sleep Stage Classification on CFS (test)
88.3AUROCReCoCa
Evaluation results
| Method | Links | |
|---|---|---|
| ReCoCa# shots=502026.02 | 88.3 | |
| ReCoCa# shots=202026.02 | 83.3 | |
| ReCoCa# shots=102026.02 | 80.7 | |
| Wide-ResNet-50# shots=502026.02 | 79.1 | |
| ReCoCa# shots=52026.02 | 77.6 | |
| MAE# shots=202026.02 | 75.4 | |
| ViT-Base# shots=502026.02 | 74.1 | |
| MAE# shots=102026.02 | 71.6 | |
| ViT-Base# shots=202026.02 | 70.4 | |
| MAE# shots=502026.02 | 70 | |
| MAE# shots=52026.02 | 69 | |
| Wide-ResNet-50# shots=102026.02 | 64.8 | |
| ViT-Base# shots=102026.02 | 62.7 | |
| ReCoCa# shots=12026.02 | 62.3 | |
| MAE# shots=12026.02 | 59.8 | |
| Wide-ResNet-50# shots=202026.02 | 59.1 | |
| ViT-Base# shots=52026.02 | 58.5 | |
| ViT-Base# shots=12026.02 | 54.1 | |
| Wide-ResNet-50# shots=52026.02 | 52.1 | |
| SimCLR# shots=502026.02 | 47.2 | |
| Wide-ResNet-50# shots=12026.02 | 46.4 | |
| SimCLR# shots=202026.02 | 44 | |
| SimCLR# shots=102026.02 | 38 | |
| SimCLR# shots=52026.02 | 34.6 | |
| SimCLR# shots=12026.02 | 24.9 |