Class Incremental Learning on ObjectNet Inc-5 B-0 (test)
11.55FavgG-ACIL
Evaluation results
| Method | Links | |
|---|---|---|
| G-ACILBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 11.55 | |
| RanPACBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 10.85 | |
| LoRanPACBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 10.25 | |
| AnaCPBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 10.25 | |
| SimpleCILBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 10.19 | |
| KLDABackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 9.96 | |
| SCL-MGSMBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=52026.03 | 9.19 |