Multi-label classification on 3D Multi-label MRI dataset
0.543PCC (Age)Adversarial
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| AdversarialBatch size=1602022.07 | 0.543 | 0.094 | 0.166 | 26.8 | |
| BaselineBatch size=1602022.07 | 0.488 | 0.199 | 0.431 | 45 | |
| BaselineBatch size=2402022.07 | 0.488 | 0.226 | 0.456 | 43.5 | |
| BaselineBatch size=802022.07 | 0.461 | 0.259 | 0.402 | 49.7 | |
| BaselineBatch size=202022.07 | 0.431 | 0.209 | 0.388 | 48.8 | |
| AdversarialBatch size=202022.07 | 0.408 | 0.154 | 0.086 | 26.5 | |
| AdversarialBatch size=802022.07 | 0.385 | 0.214 | 0.127 | 25.8 | |
| BNBatch size=1602022.07 | 0.384 | 0.268 | 0.293 | 45.1 | |
| BNBatch size=202022.07 | 0.382 | 0.237 | 0.312 | 44 | |
| AdversarialBatch size=2402022.07 | 0.382 | 0.172 | 0.11 | 27.8 | |
| BNBatch size=802022.07 | 0.374 | 0.22 | 0.285 | 42.1 | |
| BNBatch size=2402022.07 | 0.369 | 0.225 | 0.275 | 42.2 | |
| MDNBatch size=1602022.07 | 0.241 | 0.174 | 0.16 | 45.6 | |
| MDNBatch size=202022.07 | 0.235 | 0.172 | 0.132 | 41.2 | |
| MDNBatch size=802022.07 | 0.225 | 0.189 | 0.126 | 41.2 | |
| PMDNBatch size=202022.07 | 0.213 | 0.141 | 0.155 | 51.3 | |
| PMDNBatch size=802022.07 | 0.208 | 0.187 | 0.172 | 50.7 | |
| PMDNBatch size=1602022.07 | 0.199 | 0.188 | 0.149 | 50.7 | |
| MDNBatch size=2402022.07 | 0.185 | 0.173 | 0.137 | 46.2 | |
| PMDNBatch size=2402022.07 | 0.18 | 0.166 | 0.158 | 51.9 |