Class Incremental Learning on ImageNet-A Inc-5 B-0 (test)
24.83Average ScoreRanPAC
Evaluation results
| Method | Links | |
|---|---|---|
| RanPACBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 24.83 | |
| G-ACILBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 13.41 | |
| AnaCPBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 12.12 | |
| SimpleCILBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 11.75 | |
| LoRanPACBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 10.98 | |
| KLDABackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 10.15 | |
| SCL-MGSMBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 9.5 |