Classification on FD
99.34AccuracyInstructTime++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| InstructTime++Variant=Adapt2026.01 | 99.34 | 99.52 | |
| InstructTimeVariant=Adapt2026.01 | 99.01 | 99.17 | |
| TimeMAE2026.01 | 98.78 | 99.04 | |
| InstructTime++Variant=Universal2026.01 | 98.31 | 98.55 | |
| FormerTime2026.01 | 97.32 | 98.53 | |
| InstructTimeVariant=Universal2026.01 | 96.19 | 96.56 | |
| GPT-As-Classifier2026.01 | 94.89 | 95.98 | |
| Transformer2026.01 | 94.51 | 95.64 | |
| MiniROCKET2026.01 | 94.12 | 95.69 | |
| MCDCNN2026.01 | 93.96 | 95.45 | |
| Patch Transformer2026.01 | 93.9 | 94.71 | |
| TS-TCC2026.01 | 92.96 | 93.63 | |
| TCN2026.01 | 79.62 | 72.48 |