Human Activity Recognition on DSADS Subject-Hold-Out
84.2AccuracyZARA Gemini
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ZARA Gemini# Classes=19, # Channels=302025.08 | 84.2 | 84.4 | |
| ZARA GPT# Classes=19, # Channels=302025.08 | 82.6 | 82.3 | |
| ZARA Qwen-80B# Classes=19, # Channels=302025.08 | 81.6 | 81.3 | |
| ZARA Qwen-30B# Classes=19, # Channels=302025.08 | 75.3 | 73.5 | |
| UniMTS# Classes=19, # Channels=302025.08 | 34.7 | 27 | |
| Gemini Table# Classes=19, # Channels=302025.08 | 16.3 | 10.3 | |
| IMU2CLIP# Classes=19, # Channels=302025.08 | 13.7 | 9.2 | |
| Gemini Text# Classes=19, # Channels=302025.08 | 13.2 | 8.6 | |
| HARGPT Text# Classes=19, # Channels=302025.08 | 10.5 | 6.2 | |
| ImageBind# Classes=19, # Channels=302025.08 | 10.5 | 5.7 | |
| Gemini Plot# Classes=19, # Channels=302025.08 | 10 | 4.8 | |
| HARGPT Plot# Classes=19, # Channels=302025.08 | 7.9 | 4.5 | |
| IMUGPT# Classes=19, # Channels=302025.08 | 7.4 | 3.6 | |
| NormWear# Classes=19, # Channels=302025.08 | 3.7 | 2.2 |