Image Classification on MNIST (test) (Performance Distribution Statistics)
90Median PerformanceCOMOD-SSLGAN
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| COMOD-SSLGANPopulation size=μ = 5, Variant=elitist2026.07 | 90 | 88 | 91 | 3 | 83 | 92 | 15 | 20 | |
| COMOD-SSLGANPopulation size=μ = 7, Variant=elitist2026.07 | 90 | 88 | 92 | 4 | 82 | 93 | 16 | 20.01 | |
| COMOD-SSLGANPopulation size=μ = 9, Variant=elitist2026.07 | 89 | 87 | 91 | 4 | 72 | 92 | 14 | 18.67 | |
| COMOD-SSLGANPopulation size=μ = 5, Variant=base2026.07 | 85 | 81 | 89 | 8 | 72 | 92 | 10 | 13.34 | |
| CE-SSL-GANPopulation size=μ = 5, Variant=CE-SSL-GAN2026.07 | 85 | 82 | 88 | 6 | 74 | 92 | 10 | 13.33 | |
| COMOD-SSLGANPopulation size=μ = 1, Variant=base2026.07 | 82 | 82 | 83 | 1 | 82 | 83 | 7 | 9.33 | |
| CE-SSL-GANPopulation size=μ = 7, Variant=CE-SSL-GAN2026.07 | 82 | 79 | 87 | 8 | 70 | 91 | 7 | 9.33 | |
| COMOD-SSLGANPopulation size=μ = 7, Variant=base2026.07 | 81 | 78 | 87 | 9 | 71 | 91 | 6 | 8.01 | |
| COMOD-SSLGANPopulation size=μ = 9, Variant=base2026.07 | 81 | 79 | 86 | 7 | 68 | 91 | 6 | 8.02 | |
| CE-SSL-GANPopulation size=μ = 9, Variant=CE-SSL-GAN2026.07 | 81 | 78 | 86 | 8 | 71 | 91 | 6 | 8 | |
| SSL-GANPopulation size=standard, Variant=standard2026.07 | 75 | 67 | 83 | 16 | 52 | 90 | — | — |