Open Set Domain Generalization on Digits-DG SYN (test)
88.11AccuracyMEDIC
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| MEDICBackbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 88.11 | 62.24 | 72.91 | |
| SWADBackbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 87.95 | 51.27 | 69.03 | |
| CIRLBackbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 87.86 | 64.91 | 69.95 | |
| MEDIC++Backbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 87.43 | 67.67 | 76.65 | |
| FishBackbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 86.14 | 66.57 | 73.88 | |
| MLDGBackbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 86.08 | 63.56 | 70.34 | |
| ERMBackbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 85.67 | 51.57 | 67.63 | |
| ARPLBackbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 85.31 | 64.04 | 65.89 | |
| MixStyleBackbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 85.06 | 60.22 | 65.44 | |
| OpenMaxBackbone=ConvNet, Known:Unknown Ratio=6:42026.06 | 84.83 | 54.78 | — |