Image Classification on SVHN (test) (Standard Metrics)
95.83Top-1 AccuracyRDSS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RDSSSSL Framework=FreeMatch, Annotation Budget=10002024.09 | 95.83 | — | |
| RDSSSSL Framework=FlexMatch, Annotation Budget=10002024.09 | 95.7 | — | |
| RDSSSSL Framework=FreeMatch, Annotation Budget=2502024.09 | 94.54 | — | |
| RDSSSSL Framework=FlexMatch, Annotation Budget=2502024.09 | 91.7 | — | |
| DB3KDTeacher=VGG13, Student=MobileNet2022.05 | 91.14 | — | |
| DB3KDTeacher=ResNet56, Student=MobileNet2022.05 | 90.15 | — | |
| MEKD (hard)Teacher=VGG13, Student=MobileNet2022.05 | 89.21 | — | |
| MEKD (soft)Teacher=VGG13, Student=MobileNet2022.05 | 88.65 | — | |
| MEKD (hard)Teacher=ResNet56, Student=MobileNet2022.05 | 86.77 | — | |
| AMTeacher=VGG13, Student=MobileNet2022.05 | 86.7 | — | |
| MEKD (soft)Teacher=ResNet56, Student=MobileNet2022.05 | 86.45 | — | |
| AMTeacher=ResNet56, Student=MobileNet2022.05 | 84.05 | — | |
| KNTeacher=VGG13, Student=MobileNet2022.05 | 83.37 | — | |
| MLTeacher=VGG13, Student=MobileNet2022.05 | 81.9 | — | |
| ALTeacher=VGG13, Student=MobileNet2022.05 | 80.98 | — | |
| KDTeacher=VGG13, Student=MobileNet2022.05 | 80.67 | — | |
| DKDTeacher=VGG13, Student=MobileNet2022.05 | 80.64 | — | |
| TeacherModel=VGG132022.05 | 79.86 | — | |
| KNTeacher=ResNet56, Student=MobileNet2022.05 | 79.65 | — | |
| ALTeacher=ResNet56, Student=MobileNet2022.05 | 77.09 | — | |
| MLTeacher=ResNet56, Student=MobileNet2022.05 | 76.78 | — | |
| KDTeacher=ResNet56, Student=MobileNet2022.05 | 76.27 | — | |
| DKDTeacher=ResNet56, Student=MobileNet2022.05 | 75.47 | — | |
| TeacherModel=ResNet562022.05 | 74.37 | — | |
| DAFLTeacher=ResNet56, Student=MobileNet2022.05 | 69.2 | — | |
| DAFLTeacher=VGG13, Student=MobileNet2022.05 | 67.07 | — |