Activity Recognition on Shoaib
86.89AccuracyGenHAR
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GenHARSource=Motion2026.05 | 86.89 | — | — | |
| GenHARSource=UCI2026.05 | 82.49 | — | — | |
| UniHARSource=Motion2026.05 | 79.06 | — | — | |
| UniHARSource=UCI2026.05 | 72.13 | — | — | |
| FreHARSource=Motion2026.05 | 69.96 | — | — | |
| GenHARSource=HHAR2026.05 | 66.25 | — | — | |
| LIMUBERTSource=Motion2026.05 | 65.72 | — | — | |
| UniMTSEvaluation Protocol=Zero-Shot2024.10 | 63.6 | 57.2 | 82.1 | |
| ResNetSource=Motion2026.05 | 60.37 | — | — | |
| SDMixSource=Motion2026.05 | 59.93 | — | — | |
| LIMUBERTSource=UCI2026.05 | 58.28 | — | — | |
| SDMixSource=UCI2026.05 | 57.67 | — | — | |
| SDMixSource=HHAR2026.05 | 57.49 | — | — | |
| MLPSource=Motion2026.05 | 57.21 | — | — | |
| CNNSource=Motion2026.05 | 56.92 | — | — | |
| LSTMSource=Motion2026.05 | 56.82 | — | — | |
| UniHARSource=HHAR2026.05 | 56.62 | — | — | |
| TSFCNSource=Motion2026.05 | 55.74 | — | — | |
| UniMTS w/o text augEvaluation Protocol=Zero-Shot2024.10 | 55.6 | 49.5 | 78.7 | |
| MLPSource=HHAR2026.05 | 53.89 | — | — | |
| LIMUBERTSource=HHAR2026.05 | 53.56 | — | — | |
| ContraTSCSource=UCI2026.05 | 51.01 | — | — | |
| UniMTS w/o graphEvaluation Protocol=Zero-Shot2024.10 | 50.9 | 38.6 | 66.1 | |
| ResNetSource=UCI2026.05 | 50.51 | — | — | |
| CNNSource=UCI2026.05 | 49.38 | — | — | |
| MLPSource=UCI2026.05 | 46.74 | — | — | |
| ResNetSource=HHAR2026.05 | 44.88 | — | — | |
| ContraTSCSource=Motion2026.05 | 43.21 | — | — | |
| TSFCNSource=HHAR2026.05 | 41.14 | — | — | |
| TSFCNSource=UCI2026.05 | 36.45 | — | — | |
| FreHARSource=UCI2026.05 | 33.15 | — | — | |
| LSTMSource=UCI2026.05 | 32.5 | — | — | |
| FreHARSource=HHAR2026.05 | 27.83 | — | — | |
| ContraTSCSource=HHAR2026.05 | 26.24 | — | — | |
| CNNSource=HHAR2026.05 | 24.39 | — | — | |
| HARGPTEvaluation Protocol=Zero-Shot2024.10 | 21 | 12.4 | 38.6 | |
| LSTMSource=HHAR2026.05 | 19.45 | — | — | |
| ImageBindEvaluation Protocol=Zero-Shot2024.10 | 19.4 | 15.5 | 35.5 | |
| UniMTS w/o rot augEvaluation Protocol=Zero-Shot2024.10 | 19.4 | 13.5 | 40.1 | |
| IMU2CLIPEvaluation Protocol=Zero-Shot2024.10 | 16.7 | 9.2 | 34.6 | |
| LLaVAEvaluation Protocol=Zero-Shot2024.10 | 16.7 | 4.8 | 33.3 | |
| IMUGPTEvaluation Protocol=Zero-Shot2024.10 | 12.4 | 6.2 | 32.1 |