Classification on RWC
80.48AccuracyInstructTime++
Evaluation results
| Method | Links | ||
|---|---|---|---|
| InstructTime++Variant=Adapt2026.01 | 80.48 | 80.41 | |
| FormerTime2026.01 | 78.03 | 77.96 | |
| MCDCNN2026.01 | 77.62 | 77.59 | |
| TimeMAE2026.01 | 76.9 | 76.64 | |
| InstructTimeVariant=Adapt2026.01 | 75.99 | 75.78 | |
| MiniROCKET2026.01 | 75.69 | 75.56 | |
| GPT-As-Classifier2026.01 | 75.54 | 75.53 | |
| Patch Transformer2026.01 | 75.52 | 75.45 | |
| InstructTime++Variant=Universal2026.01 | 74.97 | 76.86 | |
| InstructTimeVariant=Universal2026.01 | 73.07 | 72.99 | |
| Transformer2026.01 | 71.58 | 71.52 | |
| TCN2026.01 | 71.13 | 71.09 | |
| TS-TCC2026.01 | 69.79 | 69.31 |