Human Activity Recognition on Shoaib Subject-Hold-Out
97.1AccuracyZARA Gemini
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| ZARA Gemini# Classes=7, # Channels=302025.08 | 97.1 | 97.1 | |
| ZARA Qwen-80B# Classes=7, # Channels=302025.08 | 93.8 | 93.5 | |
| ZARA GPT# Classes=7, # Channels=302025.08 | 93.3 | 93.2 | |
| ZARA Qwen-30B# Classes=7, # Channels=302025.08 | 91.9 | 91.7 | |
| UniMTS# Classes=7, # Channels=302025.08 | 51.9 | 40.6 | |
| IMU2CLIP# Classes=7, # Channels=302025.08 | 39.5 | 34.5 | |
| ImageBind# Classes=7, # Channels=302025.08 | 36.7 | 30.2 | |
| Gemini Plot# Classes=7, # Channels=302025.08 | 31.4 | 24.1 | |
| Gemini Table# Classes=7, # Channels=302025.08 | 27.6 | 18.7 | |
| HARGPT Text# Classes=7, # Channels=302025.08 | 27.1 | 19.2 | |
| Gemini Text# Classes=7, # Channels=302025.08 | 27.1 | 17.6 | |
| IMUGPT# Classes=7, # Channels=302025.08 | 26.7 | 15.2 | |
| HARGPT Plot# Classes=7, # Channels=302025.08 | 24.3 | 14.2 | |
| NormWear# Classes=7, # Channels=302025.08 | 15.2 | 11.7 |