Toyota Smarthome
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Action Recognition | Toyota SmartHome (TSH) (CV2) | Accuracy73.3 | 77 | |
| Action Recognition | Toyota SmartHome (TSH) (CV1) | Accuracy55.6 | 68 | |
| Action Recognition | Toyota Smarthome CS | Accuracy73.1 | 58 | |
| Video Description | Toyota Smarthome ADL-VD | Cor91.5 | 12 | |
| Action Detection | Toyota Smarthome Untrimmed (TSU) (Cross-Subject (CS)) | CS Accuracy38.3 | 11 | |
| Action Recognition | Toyota SmartHome (Average) | Mean Top-1 Acc69.8 | 8 | |
| Activity Recognition | Toyota Smarthome | Mean Per-Class Accuracy63.64 | 8 | |
| Human Action Recognition | Toyota Smarthome X-View2 | Accuracy66.6 | 5 | |
| Human Action Recognition | Toyota Smarthome X-Sub | Accuracy67 | 5 | |
| Action Detection | Toyota Smarthome Untrimmed (TSU) Cross-View (CV) | Metric- | 0 |
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