Object Recognition on VLCS
73.5Average AccuracyS-MLDG
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| S-MLDGProtocol=Leave-one-dataset-out2020.04 | 73.5 | 68.7 | 64.8 | 96.4 | 64 | — | — | — | — | |
| S-MLDG2020.04 | 73.5 | — | — | — | — | 68.7 | 64.8 | 96.4 | 64 | |
| Epi-FCR2019.01 | 72.9 | 67.1 | 64.3 | 94.1 | 65.9 | — | — | — | — | |
| S-Undo-BiasProtocol=Leave-one-dataset-out2020.04 | 72.9 | 68.7 | 61.8 | 95 | 66.1 | — | — | — | — | |
| S-Undo-Bias2020.04 | 72.9 | — | — | — | — | 68.7 | 61.8 | 95 | 66.1 | |
| FFO-S-MLDGProtocol=Leave-one-dataset-out2020.04 | 72.8 | 68.1 | 63.1 | 94.8 | 65.2 | — | — | — | — | |
| FFO-S-MLDG2020.04 | 72.8 | — | — | — | — | 68.1 | 63.1 | 94.8 | 65.2 | |
| MMD-AAE2019.01 | 72.3 | 67.7 | 62.6 | 94.4 | 64.4 | — | — | — | — | |
| MLDG2019.01 | 72.3 | 67.7 | 61.3 | 94.4 | 65.9 | — | — | — | — | |
| MMD-AAEProtocol=Leave-one-dataset-out2020.04 | 72.3 | 67.7 | 62.6 | 94.4 | 64.4 | — | — | — | — | |
| MLDGProtocol=Leave-one-dataset-out2020.04 | 72.3 | 67.7 | 61.3 | 94.4 | 65.9 | — | — | — | — | |
| MMD-AAE2020.04 | 72.3 | — | — | — | — | 67.7 | 62.6 | 94.4 | 64.4 | |
| MLDG2020.04 | 72.3 | — | — | — | — | 67.7 | 61.3 | 94.4 | 65.9 | |
| Undo-BiasProtocol=Leave-one-dataset-out2020.04 | 72 | 68.1 | 60.3 | 93.7 | 66 | — | — | — | — | |
| Undo-Bias2020.04 | 72 | — | — | — | — | 68.1 | 60.3 | 93.7 | 66 | |
| DANN2019.01 | 71.7 | 66.4 | 64 | 92.6 | 63.6 | — | — | — | — | |
| DANNProtocol=Leave-one-dataset-out2020.04 | 71.7 | 66.4 | 64 | 92.6 | 63.6 | — | — | — | — | |
| DANN2020.04 | 71.7 | — | — | — | — | 66.4 | 64 | 92.6 | 63.6 | |
| AGG2019.01 | 71.2 | 65.4 | 60.6 | 93.1 | 65.8 | — | — | — | — | |
| AGGProtocol=Leave-one-dataset-out2020.04 | 71.2 | 65.4 | 60.6 | 93.1 | 65.8 | — | — | — | — | |
| AGG2020.04 | 71.2 | — | — | — | — | 65.4 | 60.6 | 93.1 | 65.8 | |
| CrossGrad2019.01 | 70.5 | 65.5 | 60 | 92 | 64.7 | — | — | — | — | |
| CrossGradProtocol=Leave-one-dataset-out2020.04 | 70.5 | 65.5 | 60 | 92 | 64.7 | — | — | — | — | |
| CrossGrad2020.04 | 70.5 | — | — | — | — | 65.5 | 60 | 92 | 64.7 | |
| MetaReg2019.01 | 70.4 | 65 | 60.2 | 92.3 | 64.2 | — | — | — | — | |
| MetaRegProtocol=Leave-one-dataset-out2020.04 | 70.4 | 65 | 60.2 | 92.3 | 64.2 | — | — | — | — | |
| MetaReg2020.04 | 70.4 | — | — | — | — | 65 | 60.2 | 92.3 | 64.2 | |
| CCSA2019.01 | 70.2 | 67.1 | 62.1 | 92.3 | 59.1 | — | — | — | — | |
| D-MTAE2019.01 | 68.6 | 63.9 | 60.1 | 89.1 | 61.3 | — | — | — | — | |
| LRE-SVM2019.01 | 65.8 | 60.6 | 59.7 | 88.1 | 54.9 | — | — | — | — | |
| DICA2019.01 | 65.7 | 63.7 | 58.2 | 79.7 | 61 | — | — | — | — |