Image Classification on ImageSquawk Long-tailed ImageNet
18.4AccuracyCSDM
Evaluation results
| Method | Links | |
|---|---|---|
| CSDMImbalance Factor=5, IPC=102026.03 | 18.4 | |
| Full DatasetImbalance Factor=52026.03 | 15.9 | |
| CSDMImbalance Factor=5, IPC=12026.03 | 15.6 | |
| RandomImbalance Factor=5, IPC=102026.03 | 13.2 | |
| RandomImbalance Factor=5, IPC=12026.03 | 13.1 | |
| CSDMImbalance Factor=10, IPC=102026.03 | 12.7 | |
| CSDMImbalance Factor=10, IPC=12026.03 | 12.6 | |
| MTTImbalance Factor=5, IPC=102026.03 | 12.5 | |
| MTTImbalance Factor=10, IPC=102026.03 | 12.2 | |
| RandomImbalance Factor=10, IPC=102026.03 | 11.7 | |
| RDEDImbalance Factor=5, IPC=102026.03 | 11.6 | |
| MTTImbalance Factor=5, IPC=12026.03 | 11.1 | |
| DMImbalance Factor=5, IPC=102026.03 | 10.8 | |
| DMImbalance Factor=10, IPC=102026.03 | 10.8 | |
| RDEDImbalance Factor=10, IPC=102026.03 | 10.8 | |
| RDEDImbalance Factor=5, IPC=12026.03 | 10.5 | |
| DMImbalance Factor=5, IPC=12026.03 | 10 | |
| RandomImbalance Factor=10, IPC=12026.03 | 9.6 | |
| MTTImbalance Factor=10, IPC=12026.03 | 9.2 | |
| DMImbalance Factor=10, IPC=12026.03 | 8.3 | |
| Full DatasetImbalance Factor=102026.03 | 8 | |
| RDEDImbalance Factor=10, IPC=12026.03 | 7.8 |