PvN classification on CIFAR Dog vs Cat
75.2AccuracyTEDⁿ
Evaluation results
| Method | Links | |
|---|---|---|
| TEDⁿModel=ResNet, MPE Knowledge=unknown α2021.11 | 75.2 | |
| CVIRModel=ResNet, MPE Knowledge=known α2021.11 | 73.3 | |
| TEDⁿModel=All Conv, MPE Knowledge=unknown α2021.11 | 73 | |
| nnPUModel=ResNet, MPE Knowledge=known α2021.11 | 71.8 | |
| CVIRModel=All Conv, MPE Knowledge=known α2021.11 | 71.7 | |
| PvUModel=All Conv, MPE Knowledge=known α, Oracle early stopping=true2021.11 | 70.5 | |
| DEDPULModel=All Conv, MPE Knowledge=unknown α, Oracle early stopping=true2021.11 | 69.2 | |
| uPUModel=ResNet, MPE Knowledge=known α, Oracle early stopping=true2021.11 | 68.8 | |
| nnPUModel=All Conv, MPE Knowledge=known α2021.11 | 67.9 | |
| uPUModel=All Conv, MPE Knowledge=known α, Oracle early stopping=true2021.11 | 67.5 | |
| PvUModel=ResNet, MPE Knowledge=known α, Oracle early stopping=true2021.11 | 67.3 | |
| DEDPULModel=ResNet, MPE Knowledge=unknown α, Oracle early stopping=true2021.11 | 67 |