Class Incremental Learning on ImageNet-A Inc-10 B-0 (test)
12.36FavgG-ACIL
Evaluation results
| Method | Links | |
|---|---|---|
| G-ACILBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 12.36 | |
| KLDABackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 11.67 | |
| SimpleCILBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 11.59 | |
| AnaCPBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 10.66 | |
| RanPACBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 10.53 | |
| LoRanPACBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 10.48 | |
| SCL-MGSMBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 9.9 |