Error Detection on CIFAR10-C
0.872F1 ScoreTRM
Evaluation results
| Method | Links | |
|---|---|---|
| TRMModel architecture=Typical DNN2021.06 | 0.872 | |
| TRMModel architecture=DANN-arch2021.06 | 0.86 | |
| Proxy RiskModel architecture=Typical DNN2021.06 | 0.85 | |
| Proxy RiskModel architecture=DANN-arch2021.06 | 0.843 | |
| TRIModel architecture=Typical DNN2021.06 | 0.654 | |
| Trust ScoreModel architecture=DANN-arch2021.06 | 0.568 | |
| TRIModel architecture=DANN-arch2021.06 | 0.568 | |
| MSPModel architecture=DANN-arch2021.06 | 0.55 | |
| MSPModel architecture=Typical DNN2021.06 | 0.505 | |
| Trust ScoreModel architecture=Typical DNN2021.06 | 0.494 |