Class Incremental Learning on ObjectNet Inc-10 B-0 (test)
11.2FavgG-ACIL
Evaluation results
| Method | Links | |
|---|---|---|
| G-ACILBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 11.2 | |
| RanPACBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 10.06 | |
| SimpleCILBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 9.97 | |
| KLDABackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 9.62 | |
| LoRanPACBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 9.54 | |
| AnaCPBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 9.41 | |
| SCL-MGSMBackbone=ResNet-101, Initial Classes (B-m)=0, Incremental Protocol (Inc-n)=102026.03 | 8.23 |