Two-Sample Testing on BLOB
1Test PowerMMD-FUSE
Evaluation Results
| Method | Links | |
|---|---|---|
| MMD-FUSEM (Sample size)=300, N (Reference sample size)=40002026.06 | 1 | |
| LOTTERYM (Sample size)=300, N (Reference sample size)=40002026.06 | 1 | |
| LOTTERYM (Sample size)=200, N (Reference sample size)=40002026.06 | 0.999 | |
| LOTTERYM (Sample size)=150, N (Reference sample size)=40002026.06 | 0.993 | |
| LOTTERYM (Sample size)=100, N (Reference sample size)=40002026.06 | 0.939 | |
| MMD-FUSEM (Sample size)=200, N (Reference sample size)=40002026.06 | 0.919 | |
| LOTTERYM (Sample size)=80, N (Reference sample size)=40002026.06 | 0.9 | |
| LOTTERYM (Sample size)=50, N (Reference sample size)=40002026.06 | 0.824 | |
| MMD-FUSEM (Sample size)=150, N (Reference sample size)=40002026.06 | 0.776 | |
| RL-TSTM (Sample size)=300, N (Reference sample size)=40002026.06 | 0.742 | |
| MMD-DeepM (Sample size)=300, N (Reference sample size)=40002026.06 | 0.622 | |
| MMDAggM (Sample size)=300, N (Reference sample size)=40002026.06 | 0.598 | |
| LOTTERYM (Sample size)=20, N (Reference sample size)=40002026.06 | 0.524 | |
| MMDAggM (Sample size)=200, N (Reference sample size)=40002026.06 | 0.483 | |
| RL-TSTM (Sample size)=200, N (Reference sample size)=40002026.06 | 0.453 | |
| MMD-FUSEM (Sample size)=100, N (Reference sample size)=40002026.06 | 0.414 | |
| MMDAggM (Sample size)=150, N (Reference sample size)=40002026.06 | 0.381 | |
| MMD-DeepM (Sample size)=200, N (Reference sample size)=40002026.06 | 0.35 | |
| RL-TSTM (Sample size)=80, N (Reference sample size)=40002026.06 | 0.326 | |
| MMD-DeepM (Sample size)=150, N (Reference sample size)=40002026.06 | 0.316 | |
| MMD-FUSEM (Sample size)=80, N (Reference sample size)=40002026.06 | 0.269 | |
| RL-TSTM (Sample size)=150, N (Reference sample size)=40002026.06 | 0.251 | |
| RL-TSTM (Sample size)=50, N (Reference sample size)=40002026.06 | 0.226 | |
| MMDAggM (Sample size)=100, N (Reference sample size)=40002026.06 | 0.177 | |
| MMD-DeepM (Sample size)=100, N (Reference sample size)=40002026.06 | 0.134 | |
| MMDAggM (Sample size)=80, N (Reference sample size)=40002026.06 | 0.121 | |
| MMD-FUSEM (Sample size)=50, N (Reference sample size)=40002026.06 | 0.12 | |
| RL-TSTM (Sample size)=20, N (Reference sample size)=40002026.06 | 0.118 | |
| MMD-DeepM (Sample size)=50, N (Reference sample size)=40002026.06 | 0.087 | |
| MMD-DeepM (Sample size)=80, N (Reference sample size)=40002026.06 | 0.087 | |
| C2ST-LM (Sample size)=50, N (Reference sample size)=40002026.06 | 0.085 | |
| MMD-DeepM (Sample size)=20, N (Reference sample size)=40002026.06 | 0.081 | |
| MMD-MM (Sample size)=300, N (Reference sample size)=40002026.06 | 0.071 | |
| RL-TSTM (Sample size)=100, N (Reference sample size)=40002026.06 | 0.067 | |
| MMDAggM (Sample size)=50, N (Reference sample size)=40002026.06 | 0.065 | |
| C2ST-LM (Sample size)=200, N (Reference sample size)=40002026.06 | 0.065 | |
| MMD-MM (Sample size)=100, N (Reference sample size)=40002026.06 | 0.064 | |
| C2ST-LM (Sample size)=20, N (Reference sample size)=40002026.06 | 0.064 | |
| MMD-MM (Sample size)=50, N (Reference sample size)=40002026.06 | 0.058 | |
| MMD-MM (Sample size)=150, N (Reference sample size)=40002026.06 | 0.058 | |
| MMD-FUSEM (Sample size)=20, N (Reference sample size)=40002026.06 | 0.056 | |
| MMD-MM (Sample size)=80, N (Reference sample size)=40002026.06 | 0.055 | |
| C2ST-LM (Sample size)=100, N (Reference sample size)=40002026.06 | 0.055 | |
| C2ST-LM (Sample size)=300, N (Reference sample size)=40002026.06 | 0.055 | |
| MMD-MM (Sample size)=200, N (Reference sample size)=40002026.06 | 0.054 | |
| MMD-MM (Sample size)=20, N (Reference sample size)=40002026.06 | 0.049 | |
| C2ST-LM (Sample size)=80, N (Reference sample size)=40002026.06 | 0.046 | |
| C2ST-LM (Sample size)=150, N (Reference sample size)=40002026.06 | 0.042 | |
| MMDAggM (Sample size)=20, N (Reference sample size)=40002026.06 | 0.025 |