Two-Sample Testing on CIFAR-10 vs CIFAR-10.1 (test)
1PowerAGT-KL
Evaluation results
| Method | Links | |
|---|---|---|
| AGT-KLm_tr=100, m_te=500, alpha=0.052021.06 | 1 | |
| AGT-KLm_tr=100, m_te=900, alpha=0.052021.06 | 1 | |
| AGT-KLm_tr=200, m_te=500, alpha=0.052021.06 | 1 | |
| AGT-KLm_tr=200, m_te=900, alpha=0.052021.06 | 1 | |
| Meta-KLm_tr=100, m_te=500, alpha=0.052021.06 | 1 | |
| Meta-KLm_tr=100, m_te=900, alpha=0.052021.06 | 1 | |
| Meta-KLm_tr=200, m_te=500, alpha=0.052021.06 | 1 | |
| Meta-KLm_tr=200, m_te=900, alpha=0.052021.06 | 1 | |
| Meta-MKLm_tr=100, m_te=500, alpha=0.052021.06 | 1 | |
| Meta-MKLm_tr=100, m_te=900, alpha=0.052021.06 | 1 | |
| Meta-MKLm_tr=200, m_te=500, alpha=0.052021.06 | 1 | |
| Meta-MKLm_tr=200, m_te=900, alpha=0.052021.06 | 1 | |
| AGT-KLmtr=100, mte=9002021.06 | 1 | |
| AGT-KLmtr=200, mte=9002021.06 | 1 | |
| Meta-KLmtr=100, mte=9002021.06 | 1 | |
| Meta-KLmtr=200, mte=5002021.06 | 1 | |
| Meta-KLmtr=200, mte=9002021.06 | 1 | |
| Meta-MKLmtr=100, mte=5002021.06 | 1 | |
| Meta-MKLmtr=100, mte=9002021.06 | 1 | |
| Meta-MKLmtr=200, mte=5002021.06 | 1 | |
| Meta-MKLmtr=200, mte=9002021.06 | 1 | |
| Meta-KLmtr=100, mte=5002021.06 | 0.999 | |
| AGT-KLmtr=200, mte=5002021.06 | 0.994 | |
| Meta-MKLm_tr=200, m_te=200, alpha=0.052021.06 | 0.985 | |
| AGT-KLmtr=100, mte=5002021.06 | 0.979 | |
| MMD-Dm_tr=200, m_te=900, alpha=0.052021.06 | 0.975 | |
| MMD-Dmtr=200, mte=9002021.06 | 0.975 | |
| MMD-Om_tr=100, m_te=900, alpha=0.052021.06 | 0.97 | |
| MMD-Dm_tr=100, m_te=900, alpha=0.052021.06 | 0.97 | |
| MMD-Omtr=100, mte=9002021.06 | 0.97 | |
| MMD-Dmtr=100, mte=9002021.06 | 0.97 | |
| Meta-MKLm_tr=100, m_te=200, alpha=0.052021.06 | 0.966 | |
| MMD-Om_tr=200, m_te=900, alpha=0.052021.06 | 0.965 | |
| MMD-Omtr=200, mte=9002021.06 | 0.965 | |
| Meta-KLm_tr=200, m_te=200, alpha=0.052021.06 | 0.962 | |
| Meta-MKLmtr=200, mte=900, alpha=0.052021.06 | 0.943 | |
| Meta-KLm_tr=100, m_te=200, alpha=0.052021.06 | 0.938 | |
| MMD-FUSEtest level (alpha)=0.05, repetitions=10002023.06 | 0.937 | |
| Meta-MKLmtr=100, mte=900, alpha=0.052021.06 | 0.934 | |
| MMDAggtest level (alpha)=0.05, repetitions=10002023.06 | 0.883 | |
| AGT-KLm_tr=200, m_te=200, alpha=0.052021.06 | 0.876 | |
| Meta-KLmtr=200, mte=900, alpha=0.052021.06 | 0.869 | |
| Meta-KLmtr=100, mte=900, alpha=0.052021.06 | 0.845 | |
| Meta-MKLmtr=200, mte=2002021.06 | 0.838 | |
| AGT-KLm_tr=100, m_te=200, alpha=0.052021.06 | 0.837 | |
| AGT-KLmtr=200, mte=900, alpha=0.052021.06 | 0.836 | |
| Meta-MKLmtr=100, mte=2002021.06 | 0.82 | |
| AGT-KLmtr=100, mte=900, alpha=0.052021.06 | 0.812 | |
| Meta-KLmtr=200, mte=2002021.06 | 0.806 | |
| Meta-KLmtr=100, mte=2002021.06 | 0.771 | |
| MEm_tr=100, m_te=900, alpha=0.052021.06 | 0.751 | |
| MEmtr=100, mte=9002021.06 | 0.751 | |
| MMD-Dtest level (alpha)=0.05, repetitions=10002023.06 | 0.744 | |
| MEm_tr=200, m_te=900, alpha=0.052021.06 | 0.744 | |
| MEmtr=200, mte=9002021.06 | 0.744 | |
| CTTtest level (alpha)=0.05, repetitions=10002023.06 | 0.711 | |
| MMD-Mediantest level (alpha)=0.05, repetitions=10002023.06 | 0.678 | |
| ACTTtest level (alpha)=0.05, repetitions=10002023.06 | 0.652 | |
| MMD-Dm_tr=100, m_te=500, alpha=0.052021.06 | 0.644 | |
| MMD-Dmtr=100, mte=5002021.06 | 0.644 | |
| AGT-KLmtr=200, mte=2002021.06 | 0.635 | |
| MMD-Dm_tr=200, m_te=500, alpha=0.052021.06 | 0.627 | |
| MMD-Dmtr=200, mte=5002021.06 | 0.627 | |
| MMD-Om_tr=100, m_te=500, alpha=0.052021.06 | 0.624 | |
| MMD-Omtr=100, mte=5002021.06 | 0.624 | |
| MMD-Om_tr=200, m_te=500, alpha=0.052021.06 | 0.614 | |
| MMD-Omtr=200, mte=5002021.06 | 0.614 | |
| AGT-KLmtr=100, mte=2002021.06 | 0.596 | |
| MEtest level (alpha)=0.05, repetitions=10002023.06 | 0.588 | |
| Meta-MKLmtr=100, mte=500, alpha=0.052021.06 | 0.559 | |
| AutoMLtest level (alpha)=0.05, repetitions=10002023.06 | 0.544 | |
| Meta-MKLmtr=200, mte=500, alpha=0.052021.06 | 0.534 | |
| C2ST-Ltest level (alpha)=0.05, repetitions=10002023.06 | 0.529 | |
| MEm_tr=200, m_te=500, alpha=0.052021.06 | 0.512 | |
| MEmtr=200, mte=5002021.06 | 0.512 | |
| Meta-KLmtr=100, mte=500, alpha=0.052021.06 | 0.476 | |
| AGT-KLmtr=100, mte=500, alpha=0.052021.06 | 0.465 | |
| MEm_tr=100, m_te=500, alpha=0.052021.06 | 0.459 | |
| MEmtr=100, mte=5002021.06 | 0.459 | |
| Meta-KLmtr=200, mte=500, alpha=0.052021.06 | 0.458 | |
| C2ST-Stest level (alpha)=0.05, repetitions=10002023.06 | 0.452 | |
| MMD-Dmtr=200, mte=900, alpha=0.052021.06 | 0.444 | |
| AGT-KLmtr=200, mte=500, alpha=0.052021.06 | 0.438 | |
| MMD-Dmtr=100, mte=900, alpha=0.052021.06 | 0.418 | |
| SCFm_tr=200, m_te=900, alpha=0.052021.06 | 0.416 | |
| SCFmtr=200, mte=9002021.06 | 0.416 | |
| C2ST-Lm_tr=200, m_te=200, alpha=0.052021.06 | 0.378 | |
| C2ST-Lmtr=200, mte=2002021.06 | 0.378 | |
| MEmtr=200, mte=900, alpha=0.052021.06 | 0.326 | |
| C2ST-Sm_tr=200, m_te=200, alpha=0.052021.06 | 0.324 | |
| C2ST-Smtr=200, mte=2002021.06 | 0.324 | |
| MMD-Omtr=200, mte=900, alpha=0.052021.06 | 0.319 | |
| MMD-Otest level (alpha)=0.05, repetitions=10002023.06 | 0.316 | |
| MMDAggInctest level (alpha)=0.05, repetitions=10002023.06 | 0.281 | |
| MMD-Omtr=100, mte=900, alpha=0.052021.06 | 0.279 | |
| C2ST-Lm_tr=200, m_te=500, alpha=0.052021.06 | 0.273 | |
| C2ST-Lmtr=200, mte=5002021.06 | 0.273 | |
| C2ST-Lm_tr=200, m_te=900, alpha=0.052021.06 | 0.262 | |
| C2ST-Lmtr=200, mte=9002021.06 | 0.262 | |
| SCFm_tr=200, m_te=500, alpha=0.052021.06 | 0.245 |