Behaviour Recognition on PDMB
68Approach AccuracyOurs (all)
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Ours (all)features=all2020.11 | 68 | 78.9 | 82.3 | 84.6 | 62.5 | 63.6 | 65 | 86 | 68.8 | 71.9 | |
| BILSTM2020.11 | 67.6 | 67.9 | 81.1 | 46.2 | 37.5 | 4.6 | 63.4 | 82.1 | 91.5 | 60.3 | |
| DCCA2020.11 | 67.3 | 89.5 | 75.6 | 49.8 | 25.4 | 18.2 | 15.5 | 77.6 | 89.1 | 56.4 | |
| MV-LDCRF2020.11 | 59.2 | 46.6 | 76.3 | 63.1 | 56.3 | 45.5 | 59.4 | 63.4 | 77.8 | 60.8 | |
| DCLSTM2020.11 | 56.3 | 73.6 | 73.8 | 50.3 | 25.4 | 9.1 | 64.2 | 53.5 | 89.2 | 57.3 | |
| KCCAKernel=Gaussian2020.11 | 55.6 | 73.4 | 59.8 | 34.6 | 24.6 | 31.8 | 56.1 | 70.7 | 83.5 | 54.5 | |
| PBMV2020.11 | 52.1 | 57.9 | 54.2 | 42.3 | 25 | 18.2 | 21.1 | 68 | 80.5 | 46.6 | |
| LDCRF2020.11 | 46.1 | 47.4 | 73.1 | 51.7 | 49.3 | 42.1 | 64 | 52.3 | 75.4 | 55.7 |