Medical Time Series Classification on TDBRAIN (subject-independent)
92.13AccuracyMedMamba
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| MedMambaSetting=Subject-independent2026.05 | 92.13 | 92.33 | 92.13 | 92.12 | 95.62 | 96.68 | |
| MedGNNSetting=Subject-independent2026.05 | 91.04 | 91.15 | 91.04 | 91.04 | 96.74 | 95.35 | |
| MedFormerSetting=Subject-independent2026.05 | 89.62 | 89.68 | 89.62 | 89.62 | 96.41 | 96.51 | |
| KEMedSetting=Subject-independent2026.05 | 87.29 | 87.46 | 87.29 | 87.28 | 95.25 | 95.39 | |
| GPT4TSSetting=Subject-independent2026.05 | 86.9 | 86.91 | 86.9 | 86.89 | 94.55 | 94.71 | |
| TodyNetSetting=Subject-independent2026.05 | 86.85 | 87.04 | 86.85 | 86.85 | 89.79 | 94.8 | |
| PatchTSTSetting=Subject-independent2026.05 | 78.54 | 78.76 | 78.54 | 78.51 | 86.17 | 83.75 | |
| MTSTSetting=Subject-independent2026.05 | 76.96 | 77.24 | 76.96 | 76.88 | 85.27 | 82.81 | |
| iTransformerSetting=Subject-independent2026.05 | 74.73 | 74.78 | 74.73 | 74.72 | 83.38 | 83.76 | |
| FourierGNNSetting=Subject-independent2026.05 | 67.1 | 67.18 | 67.1 | 67.07 | 73.21 | 71.4 |