Human Activity Recognition on EMOPain
89.39AccuracyMantis+
Evaluation results
| Method | Links | |
|---|---|---|
| Mantis+Zero-shot=true2026.02 | 89.39 | |
| NuTimeZero-shot=true2026.02 | 89.01 | |
| Catch22+Zero-shot=true2026.02 | 88.26 | |
| MantisV2Zero-shot=true2026.02 | 87.98 | |
| TiViT-HZero-shot=true, Classifier=Logistic Regression2026.02 | 85.07 | |
| MOMENTZero-shot=true2026.02 | 84.69 | |
| Mantis+Zero-shot=true, Classifier=Logistic Regression2026.02 | 84.51 | |
| Chronos2Zero-shot=true, Classifier=Logistic Regression2026.02 | 83.38 | |
| TiViT-HZero-shot=true2026.02 | 83 | |
| TiRexZero-shot=true, Classifier=Logistic Regression2026.02 | 82.54 | |
| TiConvNextZero-shot=true2026.02 | 82.25 | |
| MOMENTZero-shot=true, Classifier=Logistic Regression2026.02 | 82.25 | |
| MantisV2Zero-shot=true, Classifier=Logistic Regression2026.02 | 81.69 | |
| Chronos2Zero-shot=true2026.02 | 80.75 | |
| TiConvNextZero-shot=true, Classifier=Logistic Regression2026.02 | 80.28 | |
| TiRexZero-shot=true2026.02 | 79.15 | |
| Catch22+Zero-shot=true, Classifier=Logistic Regression2026.02 | 79.15 | |
| TabPFNZero-shot=true2026.02 | 78.31 | |
| TabICLZero-shot=true2026.02 | 78.31 | |
| TabPFNZero-shot=true, Classifier=Logistic Regression2026.02 | 78.31 | |
| TabICLZero-shot=true, Classifier=Logistic Regression2026.02 | 78.31 | |
| NuTimeZero-shot=true, Classifier=Logistic Regression2026.02 | 78.31 |