Two-Sample Testing on CIFAR10-RES18 (test)
100Test PowerLOTTERY
Evaluation results
| Method | Links | |
|---|---|---|
| LOTTERYM (Sample size)=10, N (Reference sample size)=1002026.06 | 100 | |
| LOTTERYM (Sample size)=12, N (Reference sample size)=1002026.06 | 100 | |
| LOTTERYM (Sample size)=14, N (Reference sample size)=1002026.06 | 100 | |
| LOTTERYM (Sample size)=8, N (Reference sample size)=1002026.06 | 99.8 | |
| MMD-MM (Sample size)=14, N (Reference sample size)=1002026.06 | 99.1 | |
| LOTTERYM (Sample size)=6, N (Reference sample size)=1002026.06 | 99.1 | |
| MMD-FUSEM (Sample size)=14, N (Reference sample size)=1002026.06 | 97.5 | |
| MMD-MM (Sample size)=12, N (Reference sample size)=1002026.06 | 97.4 | |
| LOTTERYM (Sample size)=4, N (Reference sample size)=1002026.06 | 96.6 | |
| MMD-MM (Sample size)=10, N (Reference sample size)=1002026.06 | 94.5 | |
| LOTTERYN (Reference sample size)=100, M (Query sample size)=4, Backbone=ResNet-182026.06 | 93.2 | |
| MMD-FUSEM (Sample size)=12, N (Reference sample size)=1002026.06 | 92.3 | |
| LOTTERYN (Reference sample size)=80, M (Query sample size)=4, Backbone=ResNet-182026.06 | 91.7 | |
| LOTTERYN (Reference sample size)=70, M (Query sample size)=4, Backbone=ResNet-182026.06 | 89.3 | |
| LOTTERYN (Reference sample size)=90, M (Query sample size)=4, Backbone=ResNet-182026.06 | 89.1 | |
| LOTTERYN (Reference sample size)=60, M (Query sample size)=4, Backbone=ResNet-182026.06 | 87.4 | |
| MMD-MM (Sample size)=8, N (Reference sample size)=1002026.06 | 86.8 | |
| MMD-FUSEM (Sample size)=10, N (Reference sample size)=1002026.06 | 85.3 | |
| LOTTERYN (Reference sample size)=50, M (Query sample size)=4, Backbone=ResNet-182026.06 | 82.2 | |
| LOTTERYM (Sample size)=2, N (Reference sample size)=1002026.06 | 81 | |
| LOTTERYN (Reference sample size)=40, M (Query sample size)=4, Backbone=ResNet-182026.06 | 78.9 | |
| MMD-FUSEM (Sample size)=8, N (Reference sample size)=1002026.06 | 72.3 | |
| MMD-MM (Sample size)=6, N (Reference sample size)=1002026.06 | 71.3 | |
| MMDAggM (Sample size)=14, N (Reference sample size)=1002026.06 | 66.8 | |
| MMD-DeepM (Sample size)=14, N (Reference sample size)=1002026.06 | 66.2 | |
| MMDAggM (Sample size)=12, N (Reference sample size)=1002026.06 | 61.2 | |
| MMD-DeepM (Sample size)=12, N (Reference sample size)=1002026.06 | 60.8 | |
| MMDAggM (Sample size)=10, N (Reference sample size)=1002026.06 | 57.6 | |
| RL-TSTM (Sample size)=14, N (Reference sample size)=1002026.06 | 56.8 | |
| MMD-DeepM (Sample size)=10, N (Reference sample size)=1002026.06 | 56.1 | |
| MMDAggM (Sample size)=8, N (Reference sample size)=1002026.06 | 54.9 | |
| MMD-MN (Reference sample size)=100, M (Query sample size)=4, Backbone=ResNet-182026.06 | 53.1 | |
| MMD-DeepM (Sample size)=8, N (Reference sample size)=1002026.06 | 52.7 | |
| MMD-MN (Reference sample size)=80, M (Query sample size)=4, Backbone=ResNet-182026.06 | 52.1 | |
| MMD-MN (Reference sample size)=90, M (Query sample size)=4, Backbone=ResNet-182026.06 | 52.1 | |
| MMD-MM (Sample size)=4, N (Reference sample size)=1002026.06 | 51.9 | |
| MMD-MN (Reference sample size)=70, M (Query sample size)=4, Backbone=ResNet-182026.06 | 50.8 | |
| MMD-MN (Reference sample size)=60, M (Query sample size)=4, Backbone=ResNet-182026.06 | 50.4 | |
| MMD-MN (Reference sample size)=50, M (Query sample size)=4, Backbone=ResNet-182026.06 | 50.1 | |
| MMD-FUSEM (Sample size)=6, N (Reference sample size)=1002026.06 | 48.8 | |
| MMD-MN (Reference sample size)=40, M (Query sample size)=4, Backbone=ResNet-182026.06 | 48.3 | |
| RL-TSTM (Sample size)=12, N (Reference sample size)=1002026.06 | 47.9 | |
| C2ST-LM (Sample size)=14, N (Reference sample size)=1002026.06 | 45.8 | |
| RL-TSTM (Sample size)=10, N (Reference sample size)=1002026.06 | 43 | |
| C2ST-LM (Sample size)=12, N (Reference sample size)=1002026.06 | 42.3 | |
| RL-TSTM (Sample size)=8, N (Reference sample size)=1002026.06 | 40.6 | |
| MMDAggM (Sample size)=6, N (Reference sample size)=1002026.06 | 40.5 | |
| C2ST-LM (Sample size)=8, N (Reference sample size)=1002026.06 | 32.8 | |
| MMDAggN (Reference sample size)=100, M (Query sample size)=4, Backbone=ResNet-182026.06 | 31.7 | |
| MMDAggN (Reference sample size)=80, M (Query sample size)=4, Backbone=ResNet-182026.06 | 30.7 | |
| MMDAggM (Sample size)=4, N (Reference sample size)=1002026.06 | 30.5 | |
| MMD-FUSEM (Sample size)=4, N (Reference sample size)=1002026.06 | 30.4 | |
| MMD-FUSEN (Reference sample size)=70, M (Query sample size)=4, Backbone=ResNet-182026.06 | 30.3 | |
| MMD-FUSEN (Reference sample size)=100, M (Query sample size)=4, Backbone=ResNet-182026.06 | 30.3 | |
| MMD-FUSEN (Reference sample size)=80, M (Query sample size)=4, Backbone=ResNet-182026.06 | 30.2 | |
| MMDAggN (Reference sample size)=90, M (Query sample size)=4, Backbone=ResNet-182026.06 | 29.2 | |
| MMDAggN (Reference sample size)=50, M (Query sample size)=4, Backbone=ResNet-182026.06 | 29.1 | |
| MMD-FUSEN (Reference sample size)=60, M (Query sample size)=4, Backbone=ResNet-182026.06 | 29 | |
| MMD-FUSEN (Reference sample size)=90, M (Query sample size)=4, Backbone=ResNet-182026.06 | 28.8 | |
| MMDAggN (Reference sample size)=60, M (Query sample size)=4, Backbone=ResNet-182026.06 | 28.7 | |
| C2ST-LM (Sample size)=10, N (Reference sample size)=1002026.06 | 28.6 | |
| MMDAggN (Reference sample size)=70, M (Query sample size)=4, Backbone=ResNet-182026.06 | 28.5 | |
| MMDAggN (Reference sample size)=40, M (Query sample size)=4, Backbone=ResNet-182026.06 | 28.3 | |
| MMD-FUSEN (Reference sample size)=50, M (Query sample size)=4, Backbone=ResNet-182026.06 | 28.2 | |
| MMD-FUSEN (Reference sample size)=40, M (Query sample size)=4, Backbone=ResNet-182026.06 | 28 | |
| MMD-DeepN (Reference sample size)=100, M (Query sample size)=4, Backbone=ResNet-182026.06 | 26.3 | |
| MMD-DeepM (Sample size)=6, N (Reference sample size)=1002026.06 | 25.1 | |
| MMD-DeepN (Reference sample size)=90, M (Query sample size)=4, Backbone=ResNet-182026.06 | 24.1 | |
| MMD-DeepN (Reference sample size)=50, M (Query sample size)=4, Backbone=ResNet-182026.06 | 22.4 | |
| MMD-DeepN (Reference sample size)=60, M (Query sample size)=4, Backbone=ResNet-182026.06 | 21.6 | |
| MMD-DeepN (Reference sample size)=80, M (Query sample size)=4, Backbone=ResNet-182026.06 | 21.5 | |
| MMD-DeepN (Reference sample size)=70, M (Query sample size)=4, Backbone=ResNet-182026.06 | 20.9 | |
| MMD-DeepM (Sample size)=4, N (Reference sample size)=1002026.06 | 20.6 | |
| C2ST-LN (Reference sample size)=90, M (Query sample size)=4, Backbone=ResNet-182026.06 | 20.1 | |
| MMD-DeepN (Reference sample size)=40, M (Query sample size)=4, Backbone=ResNet-182026.06 | 20 | |
| RL-TSTN (Reference sample size)=100, M (Query sample size)=4, Backbone=ResNet-182026.06 | 18.9 | |
| C2ST-LN (Reference sample size)=80, M (Query sample size)=4, Backbone=ResNet-182026.06 | 18.7 | |
| RL-TSTM (Sample size)=6, N (Reference sample size)=1002026.06 | 17.1 | |
| RL-TSTN (Reference sample size)=90, M (Query sample size)=4, Backbone=ResNet-182026.06 | 15 | |
| MMD-MM (Sample size)=2, N (Reference sample size)=1002026.06 | 14.6 | |
| C2ST-LN (Reference sample size)=100, M (Query sample size)=4, Backbone=ResNet-182026.06 | 13.2 | |
| RL-TSTM (Sample size)=2, N (Reference sample size)=1002026.06 | 10.5 | |
| RL-TSTM (Sample size)=4, N (Reference sample size)=1002026.06 | 10.2 | |
| MMDAggM (Sample size)=2, N (Reference sample size)=1002026.06 | 9.7 | |
| RL-TSTN (Reference sample size)=80, M (Query sample size)=4, Backbone=ResNet-182026.06 | 9.1 | |
| C2ST-LM (Sample size)=6, N (Reference sample size)=1002026.06 | 9.1 | |
| C2ST-LN (Reference sample size)=60, M (Query sample size)=4, Backbone=ResNet-182026.06 | 8.6 | |
| MMD-FUSEM (Sample size)=2, N (Reference sample size)=1002026.06 | 8.6 | |
| C2ST-LN (Reference sample size)=70, M (Query sample size)=4, Backbone=ResNet-182026.06 | 8.1 | |
| RL-TSTN (Reference sample size)=60, M (Query sample size)=4, Backbone=ResNet-182026.06 | 7.8 | |
| C2ST-LN (Reference sample size)=40, M (Query sample size)=4, Backbone=ResNet-182026.06 | 7.6 | |
| RL-TSTN (Reference sample size)=40, M (Query sample size)=4, Backbone=ResNet-182026.06 | 7 | |
| C2ST-LM (Sample size)=4, N (Reference sample size)=1002026.06 | 6.8 | |
| C2ST-LM (Sample size)=2, N (Reference sample size)=1002026.06 | 6.1 | |
| RL-TSTN (Reference sample size)=50, M (Query sample size)=4, Backbone=ResNet-182026.06 | 6 | |
| RL-TSTN (Reference sample size)=70, M (Query sample size)=4, Backbone=ResNet-182026.06 | 6 | |
| C2ST-LN (Reference sample size)=50, M (Query sample size)=4, Backbone=ResNet-182026.06 | 5.8 |