Image Classification on CIFAR-10 (Acc, Mean Rad, Avg Cert, Avg Rej)
78.8AccuracyCohen-10k
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Cohen-10kSigma=0.252026.06 | 78.8 | 0.407 | 10,000 | 10,000 | 10,000 | |
| Cohen-1kSigma=0.252026.06 | 77.8 | 0.338 | 1,000 | 1,000 | 1,000 | |
| SpecialistSigma=0.252026.06 | 74 | 0.31 | 678.6 | 846.8 | 200 | |
| KTSigma=0.252026.06 | 73.6 | 0.308 | 741 | 934.5 | 201.5 | |
| Global ChampSigma=0.252026.06 | 72.2 | 0.309 | 659 | 835.5 | 200.7 | |
| Cohen-10kSigma=0.52026.06 | 62.6 | 0.473 | 10,000 | 10,000 | 10,000 | |
| Cohen-1kSigma=0.52026.06 | 61 | 0.411 | 1,000 | 1,000 | 1,000 | |
| KTSigma=0.52026.06 | 58.6 | 0.377 | 703.2 | 1,054.9 | 205.3 | |
| SpecialistSigma=0.52026.06 | 58.6 | 0.373 | 665.8 | 991.1 | 205.3 | |
| Global ChampSigma=0.52026.06 | 57 | 0.376 | 695.8 | 1,058.9 | 214.4 | |
| Cohen-10kSigma=1.2026.06 | 44.4 | 0.491 | 10,000 | 10,000 | 10,000 | |
| Cohen-1kSigma=1.2026.06 | 43.8 | 0.431 | 1,000 | 1,000 | 1,000 | |
| KTSigma=1.2026.06 | 41.8 | 0.39 | 603.8 | 1,152.2 | 210 | |
| SpecialistSigma=1.2026.06 | 41.8 | 0.395 | 573.8 | 1,080.4 | 210 | |
| Global ChampSigma=1.2026.06 | 41.2 | 0.377 | 665.8 | 1,314.6 | 211.2 |