Two-sample testing on HIGGS
100Test PowerMMD-O
Evaluation results
| Method | Links | |
|---|---|---|
| MMD-ON=100002023.10 | 100 | |
| MMD-DN=100002023.10 | 100 | |
| H-DivN=80002023.10 | 100 | |
| H-DivN=100002023.10 | 100 | |
| R-DivN=10002023.10 | 100 | |
| R-DivN=20002023.10 | 100 | |
| R-DivN=30002023.10 | 100 | |
| R-DivN=50002023.10 | 100 | |
| R-DivN=80002023.10 | 100 | |
| R-DivN=100002023.10 | 100 | |
| R-DivN=Average2023.10 | 100 | |
| C2ST-LReference size N=50, Query size M=22026.06 | 100 | |
| C2ST-LReference size N=80, Query size M=22026.06 | 100 | |
| C2ST-LReference size N=100, Query size M=22026.06 | 100 | |
| C2ST-LReference size N=120, Query size M=22026.06 | 100 | |
| C2ST-LReference size N=150, Query size M=22026.06 | 100 | |
| C2ST-LReference size N=180, Query size M=22026.06 | 100 | |
| C2ST-LReference size N=200, Query size M=22026.06 | 100 | |
| RL-TSTReference size N=50, Query size M=22026.06 | 100 | |
| RL-TSTReference size N=80, Query size M=22026.06 | 100 | |
| RL-TSTReference size N=100, Query size M=22026.06 | 100 | |
| RL-TSTReference size N=120, Query size M=22026.06 | 100 | |
| RL-TSTReference size N=150, Query size M=22026.06 | 100 | |
| RL-TSTReference size N=180, Query size M=22026.06 | 100 | |
| RL-TSTReference size N=200, Query size M=22026.06 | 100 | |
| MMD-DeepReference size N=50, Query size M=22026.06 | 100 | |
| MMD-DeepReference size N=80, Query size M=22026.06 | 100 | |
| MMD-DeepReference size N=100, Query size M=22026.06 | 100 | |
| MMD-DeepReference size N=120, Query size M=22026.06 | 100 | |
| MMD-DeepReference size N=150, Query size M=22026.06 | 100 | |
| MMD-DeepReference size N=180, Query size M=22026.06 | 100 | |
| MMD-DeepReference size N=200, Query size M=22026.06 | 100 | |
| LOTTERYReference size N=50, Query size M=22026.06 | 100 | |
| LOTTERYReference size N=80, Query size M=22026.06 | 100 | |
| LOTTERYReference size N=100, Query size M=22026.06 | 100 | |
| LOTTERYReference size N=120, Query size M=22026.06 | 100 | |
| LOTTERYReference size N=150, Query size M=22026.06 | 100 | |
| LOTTERYReference size N=180, Query size M=22026.06 | 100 | |
| LOTTERYReference size N=200, Query size M=22026.06 | 100 | |
| MMD-FUSEM (Query Size)=4, N (Reference Size)=2002026.06 | 100 | |
| MMD-FUSEM (Query Size)=5, N (Reference Size)=2002026.06 | 100 | |
| MMD-FUSEM (Query Size)=6, N (Reference Size)=2002026.06 | 100 | |
| MMD-FUSEM (Query Size)=7, N (Reference Size)=2002026.06 | 100 | |
| MMD-FUSEM (Query Size)=8, N (Reference Size)=2002026.06 | 100 | |
| MMD-MM (Query Size)=7, N (Reference Size)=2002026.06 | 100 | |
| MMD-MM (Query Size)=8, N (Reference Size)=2002026.06 | 100 | |
| MMD-DeepM (Query Size)=2, N (Reference Size)=2002026.06 | 100 | |
| MMD-DeepM (Query Size)=3, N (Reference Size)=2002026.06 | 100 | |
| MMD-DeepM (Query Size)=4, N (Reference Size)=2002026.06 | 100 | |
| MMD-DeepM (Query Size)=5, N (Reference Size)=2002026.06 | 100 | |
| MMD-DeepM (Query Size)=6, N (Reference Size)=2002026.06 | 100 | |
| MMD-DeepM (Query Size)=7, N (Reference Size)=2002026.06 | 100 | |
| MMD-DeepM (Query Size)=8, N (Reference Size)=2002026.06 | 100 | |
| RL-TSTM (Query Size)=2, N (Reference Size)=2002026.06 | 100 | |
| RL-TSTM (Query Size)=3, N (Reference Size)=2002026.06 | 100 | |
| RL-TSTM (Query Size)=4, N (Reference Size)=2002026.06 | 100 | |
| RL-TSTM (Query Size)=5, N (Reference Size)=2002026.06 | 100 | |
| RL-TSTM (Query Size)=6, N (Reference Size)=2002026.06 | 100 | |
| RL-TSTM (Query Size)=7, N (Reference Size)=2002026.06 | 100 | |
| RL-TSTM (Query Size)=8, N (Reference Size)=2002026.06 | 100 | |
| C2ST-LM (Query Size)=2, N (Reference Size)=2002026.06 | 100 | |
| C2ST-LM (Query Size)=3, N (Reference Size)=2002026.06 | 100 | |
| C2ST-LM (Query Size)=4, N (Reference Size)=2002026.06 | 100 | |
| C2ST-LM (Query Size)=5, N (Reference Size)=2002026.06 | 100 | |
| C2ST-LM (Query Size)=6, N (Reference Size)=2002026.06 | 100 | |
| C2ST-LM (Query Size)=7, N (Reference Size)=2002026.06 | 100 | |
| C2ST-LM (Query Size)=8, N (Reference Size)=2002026.06 | 100 | |
| LOTTERYM (Query Size)=2, N (Reference Size)=2002026.06 | 100 | |
| LOTTERYM (Query Size)=3, N (Reference Size)=2002026.06 | 100 | |
| LOTTERYM (Query Size)=4, N (Reference Size)=2002026.06 | 100 | |
| LOTTERYM (Query Size)=5, N (Reference Size)=2002026.06 | 100 | |
| LOTTERYM (Query Size)=6, N (Reference Size)=2002026.06 | 100 | |
| LOTTERYM (Query Size)=7, N (Reference Size)=2002026.06 | 100 | |
| LOTTERYM (Query Size)=8, N (Reference Size)=2002026.06 | 100 | |
| NAMMDepsilon'=0.72025.07 | 99.5 | |
| Canonne’sepsilon'=0.72025.07 | 99.4 | |
| C2ST-LN=100002023.10 | 98.5 | |
| C2ST-SN=100002023.10 | 97.4 | |
| NAMMDepsilon'=0.52025.07 | 96.2 | |
| Canonne’sepsilon'=0.52025.07 | 96 | |
| MMD-DN=80002023.10 | 95.2 | |
| NAMMDepsilon'=0.32025.07 | 94.7 | |
| H-DivN=50002023.10 | 93 | |
| MMD-ON=80002023.10 | 92.3 | |
| MMD-MM (Query Size)=6, N (Reference Size)=2002026.06 | 92.1 | |
| NAMMDepsilon'=0.12025.07 | 90.8 | |
| C2ST-SN=80002023.10 | 89.2 | |
| Canonne’sepsilon'=0.12025.07 | 88.3 | |
| C2ST-LN=80002023.10 | 87.8 | |
| MMDAggM (Query Size)=8, N (Reference Size)=2002026.06 | 86.9 | |
| H-DivN=Average2023.10 | 84.7 | |
| Canonne’sepsilon'=0.32025.07 | 82.5 | |
| MEN=100002023.10 | 78.6 | |
| MMD-MM (Query Size)=5, N (Reference Size)=2002026.06 | 78.1 | |
| MMDAggM (Query Size)=7, N (Reference Size)=2002026.06 | 77.4 | |
| MMDAggM (Query Size)=5, N (Reference Size)=2002026.06 | 70.3 | |
| MMD-DN=50002023.10 | 69.9 | |
| MMDAggM (Query Size)=6, N (Reference Size)=2002026.06 | 69.6 | |
| MEN=80002023.10 | 69.1 | |
| H-DivN=30002023.10 | 68.5 |