Action Recognition on IXMAS
93.1Average AccuracyS-Undo-Bias
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| S-Undo-Bias2020.04 | 93.1 | — | — | — | 82.7 | 94.9 | 100 | 94 | 93.9 | |
| Epi-FCR2019.01 | 93 | — | — | — | 76.9 | 94.8 | 99 | 98 | 96.3 | |
| Undo-Bias2020.04 | 93 | — | — | — | 80.7 | 95.3 | 99.9 | 94.8 | 94.2 | |
| S-MLDG2020.04 | 92.8 | — | — | — | 80.1 | 95 | 99.8 | 96.2 | 92.7 | |
| FFO-S-MLDG2020.04 | 92.7 | — | — | — | 81.1 | 95.1 | 100 | 93.1 | 94.3 | |
| DANN2020.04 | 92.3 | — | — | — | 81.6 | 94.5 | 100 | 91.7 | 93.5 | |
| AGG2020.04 | 92.2 | — | — | — | 80 | 94.5 | 99.8 | 93.4 | 93.5 | |
| MMD-AAE2019.01 | 91.9 | — | — | — | 79.1 | 94.5 | 95.6 | 93.4 | 96.7 | |
| MMD-AAE2020.04 | 91.9 | — | — | — | 79.1 | 94.5 | 95.6 | 93.4 | 96.7 | |
| MLDG2020.04 | 91.9 | — | — | — | 79.4 | 95.2 | 99.9 | 95.2 | 90.4 | |
| MetaReg2020.04 | 91.8 | — | — | — | 79.3 | 94.5 | 99.8 | 92.5 | 92.8 | |
| CrossGrad2020.04 | 91.6 | — | — | — | 78.4 | 94.2 | 100 | 94 | 91.2 | |
| DANN2019.01 | 91.5 | — | — | — | 75 | 94.1 | 97.3 | 95.4 | 95.7 | |
| MetaReg2019.01 | 91.4 | — | — | — | 74.2 | 94 | 96.9 | 97 | 94.7 | |
| AGG2019.01 | 90.6 | — | — | — | 73.1 | 94.2 | 95.7 | 95.7 | 94.4 | |
| MLDG2019.01 | 90.2 | — | — | — | 70.7 | 93.6 | 97.5 | 95.4 | 93.6 | |
| CCSA2019.01 | 90.1 | — | — | — | 75.8 | 92.3 | 94.5 | 91.2 | 96.7 | |
| CrossGrad2019.01 | 89.9 | — | — | — | 71.6 | 93.8 | 95.7 | 94.2 | 94 | |
| D-MTAE2019.01 | 87 | — | — | — | 78 | 92.3 | 91.2 | 90.1 | 93.4 | |
| LRE-SVM2019.01 | 84.6 | — | — | — | 75.8 | 86.9 | 84.5 | 83.4 | 92.3 | |
| SCAFeatures=Dense trajectory-based2015.10 | 78.69 | 80.59 | 85.16 | 70.33 | — | — | — | — | — | |
| LRE-SVMFeatures=Dense trajectory-based2015.10 | 78.36 | 79.96 | 80.15 | 74.97 | — | — | — | — | — | |
| L-SVMFeatures=Dense trajectory-based2015.10 | 72.59 | 73.26 | 84.07 | 67.03 | — | — | — | — | — | |
| DICA2019.01 | 69.4 | — | — | — | 61.5 | 72.5 | 74.7 | 67 | 71.4 | |
| DICAFeatures=Dense trajectory-based2015.10 | 68.86 | 65.93 | 78.02 | 62.64 | — | — | — | — | — | |
| UMLFeatures=Dense trajectory-based2015.10 | 66.1 | 74.14 | 63.79 | 60.37 | — | — | — | — | — | |
| Undo-BiasFeatures=Dense trajectory-based2015.10 | 62.14 | 69.03 | 60.56 | 56.84 | — | — | — | — | — | |
| USCAFeatures=Dense trajectory-based2015.10 | 59.77 | 66.67 | 51.09 | 61.54 | — | — | — | — | — | |
| KPCAFeatures=Dense trajectory-based2015.10 | 56.1 | 67.77 | 41.21 | 59.34 | — | — | — | — | — | |
| 1NNFeatures=Dense trajectory-based2015.10 | 39.38 | 58.24 | 20.33 | 39.56 | — | — | — | — | — |