Binary Classification on UCI Image (test)
99.7Accuracy (ei=0)Label Smoothing
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Label SmoothingSmooth Rate (r)=0.42021.06 | 99.7 | 98 | 97.3 | 93.9 | 86.5 | |
| Label SmoothingSmooth Rate (r)=0.82021.06 | 99.3 | 98.3 | 97.3 | 94.6 | 87.5 | |
| Label SmoothingSmooth Rate (r)=0.62021.06 | 99.3 | 98.7 | 97 | 93.9 | 86.9 | |
| Label SmoothingSmooth Rate (r)=0.22021.06 | 99.3 | 99.3 | 96.6 | 93.6 | 87.5 | |
| Vanilla Cross-EntropySmooth Rate (r)=02021.06 | 99 | 97.6 | 96.3 | 92.9 | 86.5 | |
| Negative Label SmoothingSmooth Rate (r)=-0.22021.06 | 91.2 | 96 | 95.3 | 91.9 | 87.2 | |
| Negative Label SmoothingSmooth Rate (r)=-0.42021.06 | 88.2 | 92.3 | 95.3 | 93.6 | 87.2 | |
| Negative Label SmoothingSmooth Rate (r)=-0.82021.06 | 84.2 | 88.2 | 92.6 | 93.3 | 87.2 | |
| Negative Label SmoothingSmooth Rate (r)=-12021.06 | 83.2 | 86.9 | 90.9 | 92.9 | 88.2 | |
| Negative Label SmoothingSmooth Rate (r)=-22021.06 | 81.8 | 81.5 | 88.9 | 90.9 | 90.6 |