Image Classification on ImageWoof Long-tailed ImageNet Subset
17.3AccuracyCSDM
Evaluation results
| Method | Links | |
|---|---|---|
| CSDMImbalance Factor=5, IPC=102026.03 | 17.3 | |
| Full DatasetImbalance Factor=52026.03 | 15.8 | |
| RandomImbalance Factor=5, IPC=102026.03 | 15.7 | |
| CSDMImbalance Factor=5, IPC=12026.03 | 14.4 | |
| RandomImbalance Factor=10, IPC=102026.03 | 14.1 | |
| CSDMImbalance Factor=10, IPC=102026.03 | 14.1 | |
| RandomImbalance Factor=10, IPC=12026.03 | 13.1 | |
| CSDMImbalance Factor=10, IPC=12026.03 | 12.3 | |
| Full DatasetImbalance Factor=102026.03 | 12.2 | |
| RandomImbalance Factor=5, IPC=12026.03 | 11.9 | |
| RDEDImbalance Factor=5, IPC=102026.03 | 11.5 | |
| MTTImbalance Factor=5, IPC=102026.03 | 11.2 | |
| DMImbalance Factor=5, IPC=102026.03 | 11.1 | |
| DMImbalance Factor=10, IPC=102026.03 | 11.1 | |
| RDEDImbalance Factor=10, IPC=102026.03 | 11.1 | |
| MTTImbalance Factor=10, IPC=102026.03 | 10.4 | |
| DMImbalance Factor=5, IPC=12026.03 | 10 | |
| MTTImbalance Factor=5, IPC=12026.03 | 9.9 | |
| MTTImbalance Factor=10, IPC=12026.03 | 9.8 | |
| RDEDImbalance Factor=5, IPC=12026.03 | 9.3 | |
| RDEDImbalance Factor=10, IPC=12026.03 | 8.8 | |
| DMImbalance Factor=10, IPC=12026.03 | 8.3 |