Trustworthiness Prediction on CIFAR-10 (val)
92.19AccuracyMCP
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| MCPLoss=MCP2021.09 | 92.19 | 47.5 | 45.36 | 99.19 | 91.53 | 99.64 | 6.66 | |
| MCDropoutLoss=MCDropout2021.09 | 92.19 | 49.02 | 46.4 | 99.27 | 92.08 | — | — | |
| TrustScoreLoss=TrustScore2021.09 | 92.19 | 55.7 | 38.1 | 98.76 | 88.47 | — | — | |
| TCPLoss=TCP2021.09 | 92.19 | 44.94 | 49.94 | 99.24 | 92.12 | 99.77 | 0 | |
| TCP†Loss=TCP†2021.09 | 92.19 | 45.07 | 49.89 | 99.24 | 92.12 | 97.88 | 0 | |
| SSLoss=SS (Steep Slope Loss)2021.09 | 92.19 | 44.69 | 50.28 | 99.26 | 92.22 | 98.46 | 28.04 |