Time Series Pixel Classification on PASTIS
71.07AccuracyPIMC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| PIMCTime Series Representation=2D, Fine-tuning=true2026.01 | 71.07 | 45.96 | 50 | |
| SeCoTime Series Representation=2D, Fine-tuning=true2026.01 | 70.15 | 45.16 | 48 | |
| ViT 32Time Series Representation=2D, Fine-tuning=true2026.01 | 69.32 | 43.11 | 48 | |
| DINO MCTime Series Representation=2D, Fine-tuning=true2026.01 | 64.38 | 60.1 | 49 | |
| ImageNetTime Series Representation=2D, Fine-tuning=true2026.01 | 63.72 | 28.51 | 45 | |
| MOMENTTime Series Representation=1D, Fine-tuning=true2026.01 | 61.12 | 42.73 | 43 | |
| LSTMTime Series Representation=1D, Fine-tuning=false2026.01 | 59.92 | 40.73 | 41 | |
| MOMENTTime Series Representation=1D, Fine-tuning=false2026.01 | 59.92 | 40.73 | 41 | |
| 1D CNNTime Series Representation=1D, Fine-tuning=false2026.01 | 59.42 | 21.81 | 38 | |
| XGBoostTime Series Representation=1D, Fine-tuning=false2026.01 | 55.8 | 23.67 | 35 | |
| DINO MCTime Series Representation=2D, Fine-tuning=false2026.01 | 35.33 | 26.19 | 29 | |
| PIMCTime Series Representation=2D, Fine-tuning=false2026.01 | 25.95 | 20.42 | 22 | |
| SeCoTime Series Representation=2D, Fine-tuning=false2026.01 | 25.15 | 18.31 | 21 | |
| ViT 32Time Series Representation=2D, Fine-tuning=false2026.01 | 25.15 | 18.31 | 21 | |
| ImageNetTime Series Representation=2D, Fine-tuning=false2026.01 | 21.78 | 20.76 | 19 |