Activity Recognition on MotionSense
45.2AccuracyUniMTS
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UniMTSEvaluation Protocol=Zero-Shot2024.10 | 45.2 | 33.7 | 57.2 | |
| UniMTS w/o text augEvaluation Protocol=Zero-Shot2024.10 | 43.4 | 34.7 | 63.7 | |
| UniMTS w/o rot augEvaluation Protocol=Zero-Shot2024.10 | 25.1 | 11.2 | 64.3 | |
| LLaVAEvaluation Protocol=Zero-Shot2024.10 | 22.8 | 6.2 | 34.4 | |
| UniMTS w/o graphEvaluation Protocol=Zero-Shot2024.10 | 18.9 | 21.6 | 54.2 | |
| ImageBindEvaluation Protocol=Zero-Shot2024.10 | 18.1 | 16.4 | 42.8 | |
| IMU2CLIPEvaluation Protocol=Zero-Shot2024.10 | 15.5 | 8.6 | 39.1 | |
| IMUGPTEvaluation Protocol=Zero-Shot2024.10 | 11.8 | 3.5 | 40.4 | |
| HARGPTEvaluation Protocol=Zero-Shot2024.10 | 11.6 | 5.6 | 35.9 |