Two-Sample Testing on CIFAR10-WRN8
100Test PowerMMD-Deep
Evaluation Results
| Method | Links | |
|---|---|---|
| MMD-DeepM (Query Size)=2, N (Reference Size)=1002026.06 | 100 | |
| LOTTERYM (Query Size)=14, N (Reference Size)=1002026.06 | 95.8 | |
| LOTTERYM (Query Size)=12, N (Reference Size)=1002026.06 | 92.9 | |
| LOTTERYM (Query Size)=10, N (Reference Size)=1002026.06 | 89.1 | |
| LOTTERYM (Query Size)=8, N (Reference Size)=1002026.06 | 83.6 | |
| LOTTERYM (Query Size)=6, N (Reference Size)=1002026.06 | 80.8 | |
| LOTTERYM (Query Size)=4, N (Reference Size)=1002026.06 | 68.7 | |
| LOTTERYM (Query Size)=2, N (Reference Size)=1002026.06 | 51 | |
| MMD-MM (Query Size)=12, N (Reference Size)=1002026.06 | 41.7 | |
| MMD-MM (Query Size)=14, N (Reference Size)=1002026.06 | 40.6 | |
| C2ST-LM (Query Size)=10, N (Reference Size)=1002026.06 | 35.5 | |
| MMD-FUSEM (Query Size)=14, N (Reference Size)=1002026.06 | 32.2 | |
| MMD-MM (Query Size)=10, N (Reference Size)=1002026.06 | 31.9 | |
| RL-TSTM (Query Size)=12, N (Reference Size)=1002026.06 | 30.2 | |
| RL-TSTM (Query Size)=14, N (Reference Size)=1002026.06 | 29.9 | |
| MMD-DeepM (Query Size)=14, N (Reference Size)=1002026.06 | 29.8 | |
| MMD-DeepM (Query Size)=12, N (Reference Size)=1002026.06 | 26.9 | |
| MMD-FUSEM (Query Size)=12, N (Reference Size)=1002026.06 | 26.7 | |
| MMD-MM (Query Size)=8, N (Reference Size)=1002026.06 | 25.1 | |
| MMD-MM (Query Size)=6, N (Reference Size)=1002026.06 | 24.4 | |
| C2ST-LM (Query Size)=8, N (Reference Size)=1002026.06 | 24.4 | |
| MMD-FUSEM (Query Size)=10, N (Reference Size)=1002026.06 | 20.9 | |
| MMDAggM (Query Size)=14, N (Reference Size)=1002026.06 | 20.4 | |
| RL-TSTM (Query Size)=10, N (Reference Size)=1002026.06 | 20 | |
| C2ST-LM (Query Size)=6, N (Reference Size)=1002026.06 | 18.4 | |
| MMD-DeepM (Query Size)=10, N (Reference Size)=1002026.06 | 17.4 | |
| MMDAggM (Query Size)=12, N (Reference Size)=1002026.06 | 16.8 | |
| MMD-MM (Query Size)=4, N (Reference Size)=1002026.06 | 16.1 | |
| MMD-DeepM (Query Size)=8, N (Reference Size)=1002026.06 | 16 | |
| MMD-FUSEM (Query Size)=8, N (Reference Size)=1002026.06 | 15.6 | |
| MMD-FUSEM (Query Size)=6, N (Reference Size)=1002026.06 | 14.9 | |
| RL-TSTM (Query Size)=8, N (Reference Size)=1002026.06 | 14.9 | |
| MMDAggM (Query Size)=10, N (Reference Size)=1002026.06 | 14.2 | |
| MMD-DeepM (Query Size)=4, N (Reference Size)=1002026.06 | 14.2 | |
| MMDAggM (Query Size)=6, N (Reference Size)=1002026.06 | 12.7 | |
| RL-TSTM (Query Size)=6, N (Reference Size)=1002026.06 | 12 | |
| MMD-DeepM (Query Size)=6, N (Reference Size)=1002026.06 | 10.9 | |
| MMD-MM (Query Size)=2, N (Reference Size)=1002026.06 | 10.5 | |
| MMD-FUSEM (Query Size)=4, N (Reference Size)=1002026.06 | 10.2 | |
| MMDAggM (Query Size)=8, N (Reference Size)=1002026.06 | 10.1 | |
| MMDAggM (Query Size)=2, N (Reference Size)=1002026.06 | 9 | |
| C2ST-LM (Query Size)=14, N (Reference Size)=1002026.06 | 8.7 | |
| MMDAggM (Query Size)=4, N (Reference Size)=1002026.06 | 8.5 | |
| C2ST-LM (Query Size)=12, N (Reference Size)=1002026.06 | 8.3 | |
| C2ST-LM (Query Size)=2, N (Reference Size)=1002026.06 | 7.3 | |
| MMD-FUSEM (Query Size)=2, N (Reference Size)=1002026.06 | 7.1 | |
| C2ST-LM (Query Size)=4, N (Reference Size)=1002026.06 | 6.4 | |
| RL-TSTM (Query Size)=2, N (Reference Size)=1002026.06 | 4.7 | |
| RL-TSTM (Query Size)=4, N (Reference Size)=1002026.06 | 2.7 |