Image Classification on ImageNet (Acc, Mean Rad, Avg All, Avg Cert, Avg Rej)
74.7AccuracyCohen-10k
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| Cohen-10kSigma=0.252026.06 | 74.7 | 0.536 | 10,000 | 10,000 | 10,000 | |
| Cohen-1kSigma=0.252026.06 | 74.2 | 0.42 | 1,000 | 1,000 | 1,000 | |
| KTSigma=0.252026.06 | 72.6 | 0.398 | 934.7 | 1,211.7 | 200.7 | |
| Cohen-10kSigma=0.52026.06 | 72.6 | 0.997 | 10,000 | 10,000 | 10,000 | |
| Global ChampSigma=0.252026.06 | 72.4 | 0.412 | 855.5 | 1,105.4 | 200 | |
| SpecialistSigma=0.252026.06 | 72.3 | 0.412 | 855.3 | 1,106.2 | 200.4 | |
| Cohen-1kSigma=0.52026.06 | 72 | 0.787 | 1,000 | 1,000 | 1,000 | |
| KTSigma=0.52026.06 | 71.3 | 0.748 | 940.3 | 1,237.4 | 202.1 | |
| Global ChampSigma=0.52026.06 | 71.2 | 0.716 | 1,007.2 | 1,333.6 | 200.3 | |
| SpecialistSigma=0.52026.06 | 71.2 | 0.716 | 1,000.9 | 1,324.7 | 200.3 | |
| Cohen-10kSigma=1.2026.06 | 69.7 | 1.801 | 10,000 | 10,000 | 10,000 | |
| Cohen-1kSigma=1.2026.06 | 68.9 | 1.44 | 1,000 | 1,000 | 1,000 | |
| Global ChampSigma=1.2026.06 | 68.5 | 1.41 | 851.3 | 1,149.6 | 202.5 | |
| SpecialistSigma=1.2026.06 | 68.5 | 1.387 | 844.3 | 1,139.4 | 202.5 | |
| KTSigma=1.2026.06 | 68.4 | 1.364 | 901.3 | 1,221.8 | 207.6 |