Image Classification on STL10 43 (test)
77.45AccuracySSKD
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SSKDTeacher training method=SFTN, Architecture=resnet32x4/ShuffleV22021.02 | 77.45 | 3.02 | |
| Teacher accuracyTeacher training method=SFTN, Architecture=resnet32x4/ShuffleV22021.02 | 76.84 | — | |
| OHTeacher training method=SFTN, Architecture=resnet32x4/ShuffleV22021.02 | 76.76 | 4.67 | |
| CRDTeacher training method=SFTN, Architecture=resnet32x4/ShuffleV22021.02 | 75.8 | 4.1 | |
| AVGTeacher training method=SFTN, Architecture=resnet32x4/ShuffleV22021.02 | 75.77 | 4.71 | |
| SPTeacher training method=SFTN, Architecture=resnet32x4/ShuffleV22021.02 | 75.01 | 5.45 | |
| SSKDTeacher training method=Standard, Architecture=resnet32x4/ShuffleV22021.02 | 74.43 | — | |
| KDTeacher training method=SFTN, Architecture=resnet32x4/ShuffleV22021.02 | 73.81 | 6.32 | |
| OHTeacher training method=Standard, Architecture=resnet32x4/ShuffleV22021.02 | 72.09 | — | |
| CRDTeacher training method=Standard, Architecture=resnet32x4/ShuffleV22021.02 | 71.7 | — | |
| AVGTeacher training method=Standard, Architecture=resnet32x4/ShuffleV22021.02 | 71.05 | — | |
| Student accuracy w/o KDArchitecture=resnet32x4/ShuffleV22021.02 | 70.18 | — | |
| Teacher accuracyTeacher training method=Standard, Architecture=resnet32x4/ShuffleV22021.02 | 69.81 | — | |
| SPTeacher training method=Standard, Architecture=resnet32x4/ShuffleV22021.02 | 69.56 | — | |
| KDTeacher training method=Standard, Architecture=resnet32x4/ShuffleV22021.02 | 67.49 | — |