Semi-supervised Long-tailed Image Classification on STL10 LT
79AccuracyFixMatch w/ LA + DASO
Evaluation Results
| Method | Links | |
|---|---|---|
| FixMatch w/ LA + DASOgamma_l=10, N_l=450, M=100k2021.06 | 79 | |
| FixMatch + DASOgamma_l=10, N_l=450, M=100k2021.06 | 78.4 | |
| FixMatch + ABC + DASOgamma_l=10, N_l=450, M=100k2021.06 | 77.9 | |
| FixMatch + ABCgamma_l=10, N_l=450, M=100k2021.06 | 77.1 | |
| FixMatch w/ LAgamma_l=10, N_l=450, M=100k2021.06 | 75.9 | |
| FixMatch w/ LA + DASOgamma_l=20, N_l=450, M=100k2021.06 | 75.8 | |
| FixMatch + DASOgamma_l=20, N_l=450, M=100k2021.06 | 75.3 | |
| FixMatch + ABC + DASOgamma_l=20, N_l=450, M=100k2021.06 | 74.7 | |
| FixMatch + ABCgamma_l=20, N_l=450, M=100k2021.06 | 73 | |
| FixMatchgamma_l=10, N_l=450, M=100k2021.06 | 72.4 | |
| FixMatch w/ LA + DASOgamma_l=10, N_l=150, M=100k2021.06 | 71.7 | |
| FixMatch + DASOgamma_l=10, N_l=150, M=100k2021.06 | 70 | |
| FixMatch + ABC + DASOgamma_l=10, N_l=150, M=100k2021.06 | 69.6 | |
| FixMatch w/ LAgamma_l=20, N_l=450, M=100k2021.06 | 67.4 | |
| FixMatch + ABCgamma_l=10, N_l=150, M=100k2021.06 | 66.3 | |
| FixMatch + DASOgamma_l=20, N_l=150, M=100k2021.06 | 65.7 | |
| FixMatch w/ LA + DASOgamma_l=20, N_l=150, M=100k2021.06 | 65.6 | |
| FixMatch + ABC + DASOgamma_l=20, N_l=150, M=100k2021.06 | 64.5 | |
| FixMatch w/ LAgamma_l=10, N_l=150, M=100k2021.06 | 64.4 | |
| FixMatchgamma_l=20, N_l=450, M=100k2021.06 | 64 | |
| FixMatch + ABCgamma_l=20, N_l=150, M=100k2021.06 | 59.3 | |
| FixMatchgamma_l=10, N_l=150, M=100k2021.06 | 56.1 | |
| FixMatch w/ LAgamma_l=20, N_l=150, M=100k2021.06 | 51.5 | |
| FixMatchgamma_l=20, N_l=150, M=100k2021.06 | 47.6 |