Accuracy Estimation on CIFAR10-C
2.2Absolute Estimation ErrorTRM
Evaluation results
| Method | Links | |
|---|---|---|
| TRMModel architecture=Typical DNN2021.06 | 2.2 | |
| TRMModel architecture=DANN-arch2021.06 | 2.9 | |
| Proxy RiskModel architecture=DANN-arch2021.06 | 5.2 | |
| Proxy RiskModel architecture=Typical DNN2021.06 | 5.3 | |
| TRIModel architecture=Typical DNN2021.06 | 14.9 | |
| TRIModel architecture=DANN-arch2021.06 | 19.7 | |
| Ens Avg ConfModel architecture=Typical DNN2021.06 | 23.7 | |
| Ens Avg ConfModel architecture=DANN-arch2021.06 | 23.7 | |
| Avg ConfModel architecture=Typical DNN2021.06 | 35.3 | |
| Avg ConfModel architecture=DANN-arch2021.06 | 36.9 |