Medical Time Series Classification on PTB (subject-independent)
89.36AccuracyMedMamba
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MedMambaSetting=Subject-independent2026.05 | 89.36 | 90.01 | 85.7 | 87.36 | 90.13 | 88.73 | |
| MedGNNSetting=Subject-independent2026.05 | 84.53 | 87.35 | 77.9 | 80.4 | 93.31 | 87.74 | |
| MedFormerSetting=Subject-independent2026.05 | 83.5 | 85.19 | 77.11 | 79.18 | 92.81 | 90.32 | |
| KEMedSetting=Subject-independent2026.05 | 82.47 | 86.57 | 74.51 | 77.01 | 91.71 | 90.95 | |
| GPT4TSSetting=Subject-independent2026.05 | 82.31 | 84.73 | 73.04 | 73.31 | 90.05 | 90.87 | |
| iTransformerSetting=Subject-independent2026.05 | 81.89 | 83.26 | 73.39 | 75.06 | 91.57 | 89.41 | |
| PatchTSTSetting=Subject-independent2026.05 | 77.19 | 79.4 | 67.68 | 69.06 | 88.48 | 83.54 | |
| MTSTSetting=Subject-independent2026.05 | 76.59 | 79.88 | 66.31 | 67.38 | 86.86 | 83.75 | |
| FourierGNNSetting=Subject-independent2026.05 | 76.02 | 79.42 | 65.4 | 66.04 | 84.93 | 82.03 | |
| TodyNetSetting=Subject-independent2026.05 | 75.98 | 79.24 | 65.57 | 66.23 | 90.27 | 87.16 |