Time-series Classification on GRABMyo
72.3Accuracy (AT)Dual-stream feature representation
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Dual-stream feature representationStream=Full Representation, Memory Ratio=10%2026.06 | 72.3 | 23.4 | |
| Dual-stream feature representationStream=Full Representation, Memory Ratio=20%2026.06 | 72.1 | 22.5 | |
| Dual-stream feature representationStream=Statistical Features, Memory Ratio=10%2026.06 | 64.7 | 21.3 | |
| TSCILStrategy=Best Replay, Normalization Type=LN2026.06 | 64.5 | 36.6 | |
| Dual-stream feature representationStream=Statistical Features, Memory Ratio=20%2026.06 | 62.9 | 19.7 | |
| Dual-stream feature representationStream=FM Embeddings, Memory Ratio=10%2026.06 | 58.7 | 20.8 | |
| Dual-stream feature representationStream=FM Embeddings, Memory Ratio=20%2026.06 | 57.5 | 20 | |
| TSCILStrategy=Best Replay, Normalization Type=BN2026.06 | 55.9 | 31.1 | |
| TSCILStrategy=Best Reg., Normalization Type=LN2026.06 | 20.8 | 21.9 | |
| TSCILStrategy=Best Reg., Normalization Type=BN2026.06 | 20.7 | 49.8 |