Mutual Information Estimation on High-dimensional image benchmark 32x32 (val)
8.447Est. Mutual InformationDBMI
Evaluation Results
| Method | Links | |
|---|---|---|
| DBMIMI_true=8, Resolution=32x322026.02 | 8.447 | |
| DBMIMI_true=6, Resolution=32x322026.02 | 6.301 | |
| f-DIME-HMI_true=8, Resolution=32x322026.02 | 4.919 | |
| f-DIME-GMI_true=8, Resolution=32x322026.02 | 4.886 | |
| f-DIME-KLMI_true=8, Resolution=32x322026.02 | 4.239 | |
| DBMIMI_true=4, Resolution=32x322026.02 | 3.923 | |
| MINEMI_true=8, Resolution=32x322026.02 | 3.776 | |
| f-DIME-HMI_true=6, Resolution=32x322026.02 | 3.678 | |
| f-DIME-GMI_true=6, Resolution=32x322026.02 | 3.385 | |
| f-DIME-KLMI_true=6, Resolution=32x322026.02 | 2.957 | |
| MINEMI_true=6, Resolution=32x322026.02 | 2.784 | |
| f-DIME-GMI_true=4, Resolution=32x322026.02 | 2.719 | |
| f-DIME-HMI_true=4, Resolution=32x322026.02 | 2.676 | |
| NWJMI_true=8, Resolution=32x322026.02 | 2.554 | |
| f-DIME-KLMI_true=4, Resolution=32x322026.02 | 2.211 | |
| MINEMI_true=4, Resolution=32x322026.02 | 1.84 | |
| NWJMI_true=6, Resolution=32x322026.02 | 1.789 | |
| DBMIMI_true=2, Resolution=32x322026.02 | 1.426 | |
| f-DIME-GMI_true=2, Resolution=32x322026.02 | 1.33 | |
| f-DIME-HMI_true=2, Resolution=32x322026.02 | 1.264 | |
| f-DIME-KLMI_true=2, Resolution=32x322026.02 | 1.158 | |
| f-DIME-GMI_true=1, Resolution=32x322026.02 | 0.701 | |
| f-DIME-HMI_true=1, Resolution=32x322026.02 | 0.687 | |
| NWJMI_true=4, Resolution=32x322026.02 | 0.685 | |
| f-DIME-KLMI_true=1, Resolution=32x322026.02 | 0.668 | |
| DBMIMI_true=1, Resolution=32x322026.02 | 0.504 | |
| MINEMI_true=1, Resolution=32x322026.02 | 0 | |
| NWJMI_true=1, Resolution=32x322026.02 | 0 | |
| MINEMI_true=2, Resolution=32x322026.02 | 0 | |
| NWJMI_true=2, Resolution=32x322026.02 | 0 |