Image Classification on ImageNette Long-tailed ImageNet
34.7AccuracyFull Dataset
Evaluation results
| Method | Links | |
|---|---|---|
| Full DatasetImbalance Factor=52026.03 | 34.7 | |
| CSDMImbalance Factor=5, IPC=102026.03 | 29.5 | |
| RDEDImbalance Factor=5, IPC=102026.03 | 25.2 | |
| CSDMImbalance Factor=10, IPC=102026.03 | 24.8 | |
| CSDMImbalance Factor=5, IPC=12026.03 | 24.3 | |
| Full DatasetImbalance Factor=102026.03 | 23.3 | |
| CSDMImbalance Factor=10, IPC=12026.03 | 19.8 | |
| RandomImbalance Factor=10, IPC=102026.03 | 19.7 | |
| RandomImbalance Factor=5, IPC=102026.03 | 17.2 | |
| DMImbalance Factor=5, IPC=102026.03 | 16.2 | |
| MTTImbalance Factor=5, IPC=102026.03 | 16.2 | |
| MTTImbalance Factor=5, IPC=12026.03 | 15.4 | |
| MTTImbalance Factor=10, IPC=102026.03 | 15.2 | |
| RandomImbalance Factor=10, IPC=12026.03 | 15.1 | |
| RDEDImbalance Factor=10, IPC=102026.03 | 14.3 | |
| RandomImbalance Factor=5, IPC=12026.03 | 13.5 | |
| DMImbalance Factor=10, IPC=102026.03 | 13.2 | |
| RDEDImbalance Factor=10, IPC=12026.03 | 12 | |
| MTTImbalance Factor=10, IPC=12026.03 | 11.5 | |
| RDEDImbalance Factor=5, IPC=12026.03 | 11.5 | |
| DMImbalance Factor=5, IPC=12026.03 | 10.6 | |
| DMImbalance Factor=10, IPC=12026.03 | 10.2 |