Human Activity Recognition on PAMAP2 Subject-Hold-Out
76.7AccuracyZARA Gemini
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ZARA Gemini# Classes=12, # Channels=182025.08 | 76.7 | 76.9 | |
| ZARA GPT# Classes=12, # Channels=182025.08 | 72.5 | 72.8 | |
| ZARA Qwen-30B# Classes=12, # Channels=182025.08 | 71.3 | 71.3 | |
| ZARA Qwen-80B# Classes=12, # Channels=182025.08 | 67.5 | 67 | |
| UniMTS# Classes=12, # Channels=182025.08 | 32.9 | 29.2 | |
| ImageBind# Classes=12, # Channels=182025.08 | 18.8 | 10.2 | |
| IMU2CLIP# Classes=12, # Channels=182025.08 | 15.8 | 11.6 | |
| Gemini Text# Classes=12, # Channels=182025.08 | 15 | 10.2 | |
| IMUGPT# Classes=12, # Channels=182025.08 | 12.9 | 3.8 | |
| HARGPT Text# Classes=12, # Channels=182025.08 | 12.1 | 6.2 | |
| Gemini Table# Classes=12, # Channels=182025.08 | 11.7 | 7.2 | |
| Gemini Plot# Classes=12, # Channels=182025.08 | 10.4 | 6.9 | |
| HARGPT Plot# Classes=12, # Channels=182025.08 | 10 | 6.9 | |
| NormWear# Classes=12, # Channels=182025.08 | 9.2 | 2.7 |