Hierarchical Image Classification on Aircraft (test)
97.5AccuracyHRN*
Evaluation results
| Method | Links | ||
|---|---|---|---|
| HRN*R=0%, Hierarchy=Maker2021.12 | 97.5 | — | |
| LHTR=0%, Hierarchy=Maker2021.12 | 97.4 | — | |
| HRNR=0%, Hierarchy=Maker2021.12 | 97.3 | — | |
| HRNR=30%, Hierarchy=Maker2021.12 | 97.3 | — | |
| HRN*R=30%, Hierarchy=Maker2021.12 | 97.3 | — | |
| HRN*R=50%, Hierarchy=Maker2021.12 | 97.3 | — | |
| LHTR=50%, Hierarchy=Maker2021.12 | 97.3 | — | |
| LHTR=70%, Hierarchy=Maker2021.12 | 97.3 | — | |
| HMCNR=0%, Hierarchy=Maker2021.12 | 97.2 | — | |
| HMCNR=30%, Hierarchy=Maker2021.12 | 97.2 | — | |
| LHTR=30%, Hierarchy=Maker2021.12 | 97.2 | — | |
| C-HMCNNR=0%, Hierarchy=Maker2021.12 | 97.1 | — | |
| Soft LabelsR=0%, Hierarchy=Maker2021.12 | 97.1 | — | |
| FGoNR=0%, Hierarchy=Maker2021.12 | 97.1 | — | |
| LHTR=90%, Hierarchy=Maker2021.12 | 97.1 | — | |
| HD-CNNR=0%, Hierarchy=Maker2021.12 | 96.9 | — | |
| HD-CNNR=30%, Hierarchy=Maker2021.12 | 96.9 | — | |
| FGoNR=30%, Hierarchy=Maker2021.12 | 96.9 | — | |
| HMCNR=50%, Hierarchy=Maker2021.12 | 96.9 | — | |
| FGoNR=50%, Hierarchy=Maker2021.12 | 96.9 | — | |
| HMCNR=70%, Hierarchy=Maker2021.12 | 96.9 | — | |
| FGoNR=70%, Hierarchy=Maker2021.12 | 96.9 | — | |
| HMCNR=90%, Hierarchy=Maker2021.12 | 96.9 | — | |
| Soft LabelsR=30%, Hierarchy=Maker2021.12 | 96.8 | — | |
| HD-CNNR=50%, Hierarchy=Maker2021.12 | 96.8 | — | |
| HRNR=50%, Hierarchy=Maker2021.12 | 96.8 | — | |
| HRN*R=70%, Hierarchy=Maker2021.12 | 96.8 | — | |
| HD-CNNR=70%, Hierarchy=Maker2021.12 | 96.7 | — | |
| HD-CNNR=90%, Hierarchy=Maker2021.12 | 96.6 | — | |
| FGoNR=90%, Hierarchy=Maker2021.12 | 96.4 | — | |
| C-HMCNNR=30%, Hierarchy=Maker2021.12 | 96.3 | — | |
| HRNR=90%, Hierarchy=Maker2021.12 | 96.3 | — | |
| HRNR=70%, Hierarchy=Maker2021.12 | 96.2 | — | |
| Soft LabelsR=50%, Hierarchy=Maker2021.12 | 96 | — | |
| LHTR=0%, Hierarchy=Family2021.12 | 95.9 | 95.3 | |
| C-HMCNNR=50%, Hierarchy=Maker2021.12 | 95.9 | — | |
| HRN*R=0%, Hierarchy=Family2021.12 | 95.8 | 95.3 | |
| LHTR=30%, Hierarchy=Family2021.12 | 95.8 | 95 | |
| LHTR=50%, Hierarchy=Family2021.12 | 95.8 | 94.8 | |
| HRNR=0%, Hierarchy=Family2021.12 | 95.7 | 95.2 | |
| HRN*R=50%, Hierarchy=Family2021.12 | 95.7 | 94.2 | |
| HMCNR=0%, Hierarchy=Family2021.12 | 95.6 | 95.1 | |
| HMCNR=30%, Hierarchy=Family2021.12 | 95.6 | 94.8 | |
| FGoNR=0%, Hierarchy=Family2021.12 | 95.5 | 94.7 | |
| HRN*R=30%, Hierarchy=Family2021.12 | 95.5 | 94.8 | |
| C-HMCNNR=0%, Hierarchy=Family2021.12 | 95.4 | 94.6 | |
| FGoNR=30%, Hierarchy=Family2021.12 | 95.4 | 94.1 | |
| HRN*R=90%, Hierarchy=Maker2021.12 | 95.4 | — | |
| HRNR=30%, Hierarchy=Family2021.12 | 95.3 | 94.5 | |
| FGoNR=50%, Hierarchy=Family2021.12 | 95.3 | 93.5 | |
| LHTR=70%, Hierarchy=Family2021.12 | 95.3 | 93.6 | |
| FGoNR=70%, Hierarchy=Family2021.12 | 95.2 | 92 | |
| HMCNR=50%, Hierarchy=Family2021.12 | 95.1 | 93.8 | |
| HRNR=50%, Hierarchy=Family2021.12 | 95.1 | 94 | |
| Soft LabelsR=0%, Hierarchy=Family2021.12 | 95 | 94.4 | |
| LHTR=90%, Hierarchy=Family2021.12 | 95 | 90.5 | |
| HD-CNNR=0%, Hierarchy=Family2021.12 | 94.9 | 94.3 | |
| HD-CNNR=50%, Hierarchy=Family2021.12 | 94.8 | 93.4 | |
| HMCNR=90%, Hierarchy=Family2021.12 | 94.7 | 89.1 | |
| HD-CNNR=30%, Hierarchy=Family2021.12 | 94.6 | 93.7 | |
| FGoNR=90%, Hierarchy=Family2021.12 | 94.6 | 87.6 | |
| HD-CNNR=70%, Hierarchy=Family2021.12 | 94.5 | 92.3 | |
| HMCNR=70%, Hierarchy=Family2021.12 | 94.4 | 92.1 | |
| HRN*R=70%, Hierarchy=Family2021.12 | 94.2 | 91.8 | |
| Soft LabelsR=30%, Hierarchy=Family2021.12 | 94.1 | 93.3 | |
| Soft LabelsR=70%, Hierarchy=Maker2021.12 | 94.1 | — | |
| C-HMCNNR=30%, Hierarchy=Family2021.12 | 94 | 93.1 | |
| HRNR=70%, Hierarchy=Family2021.12 | 93.8 | 91.9 | |
| HD-CNNR=90%, Hierarchy=Family2021.12 | 93.8 | 89 | |
| C-HMCNNR=70%, Hierarchy=Maker2021.12 | 93.4 | — | |
| C-HMCNNR=50%, Hierarchy=Family2021.12 | 93.2 | 92.1 | |
| Soft LabelsR=50%, Hierarchy=Family2021.12 | 93 | 91.9 | |
| HRNR=0%, Hierarchy=Model2021.12 | 92.7 | — | |
| HMCNR=0%, Hierarchy=Model2021.12 | 92.6 | — | |
| HRN*R=0%, Hierarchy=Model2021.12 | 92.6 | — | |
| LHTR=0%, Hierarchy=Model2021.12 | 92.6 | — | |
| HRNR=90%, Hierarchy=Family2021.12 | 92.5 | 87.3 | |
| LHTR=30%, Hierarchy=Model2021.12 | 91.9 | — | |
| HRN*R=90%, Hierarchy=Family2021.12 | 91.7 | 86.1 | |
| HMCNR=30%, Hierarchy=Model2021.12 | 91.6 | — | |
| HRN*R=30%, Hierarchy=Model2021.12 | 91.6 | — | |
| C-HMCNNR=0%, Hierarchy=Model2021.12 | 91.4 | — | |
| FGoNR=0%, Hierarchy=Model2021.12 | 91.4 | — | |
| LHTR=50%, Hierarchy=Model2021.12 | 91.4 | — | |
| HD-CNNR=0%, Hierarchy=Model2021.12 | 91.1 | — | |
| Soft LabelsR=0%, Hierarchy=Model2021.12 | 91.1 | — | |
| HRNR=30%, Hierarchy=Model2021.12 | 91 | — | |
| HRNR=50%, Hierarchy=Model2021.12 | 90.1 | — | |
| FGoNR=30%, Hierarchy=Model2021.12 | 90 | — | |
| Soft LabelsR=70%, Hierarchy=Family2021.12 | 89.8 | 88 | |
| HD-CNNR=30%, Hierarchy=Model2021.12 | 89.7 | — | |
| HRN*R=50%, Hierarchy=Model2021.12 | 89.7 | — | |
| C-HMCNNR=70%, Hierarchy=Family2021.12 | 89.7 | 88 | |
| HMCNR=50%, Hierarchy=Model2021.12 | 89.3 | — | |
| Soft LabelsR=30%, Hierarchy=Model2021.12 | 89.1 | — | |
| C-HMCNNR=30%, Hierarchy=Model2021.12 | 89 | — | |
| HD-CNNR=50%, Hierarchy=Model2021.12 | 88.7 | — | |
| FGoNR=50%, Hierarchy=Model2021.12 | 88.2 | — | |
| LHTR=70%, Hierarchy=Model2021.12 | 88.1 | — | |
| C-HMCNNR=50%, Hierarchy=Model2021.12 | 87.1 | — |