Human Activity Recognition on Opportunity Subject-Hold-Out
92.5AccuracyZARA Gemini
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ZARA Gemini# Classes=4, # Channels=302025.08 | 92.5 | 92.5 | |
| ZARA GPT# Classes=4, # Channels=302025.08 | 86.5 | 86.5 | |
| ZARA Qwen-30B# Classes=4, # Channels=302025.08 | 84 | 84.2 | |
| ZARA Qwen-80B# Classes=4, # Channels=302025.08 | 80.5 | 79.8 | |
| IMUGPT# Classes=4, # Channels=302025.08 | 38.5 | 28.7 | |
| IMU2CLIP# Classes=4, # Channels=302025.08 | 36.5 | 34.4 | |
| ImageBind# Classes=4, # Channels=302025.08 | 35.5 | 30 | |
| UniMTS# Classes=4, # Channels=302025.08 | 33.5 | 24.8 | |
| Gemini Table# Classes=4, # Channels=302025.08 | 29 | 22.3 | |
| Gemini Text# Classes=4, # Channels=302025.08 | 26.5 | 19.8 | |
| Gemini Plot# Classes=4, # Channels=302025.08 | 23.5 | 21.3 | |
| NormWear# Classes=4, # Channels=302025.08 | 23 | 23.8 | |
| HARGPT Plot# Classes=4, # Channels=302025.08 | 21.5 | 15.6 | |
| HARGPT Text# Classes=4, # Channels=302025.08 | 21 | 19.2 |