Domain Incremental Learning on iDigits
84.83Avg AccuracyICON
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ICONScenario=Domain Incremental Learning2025.11 | 84.83 | 12.67 | 78.18 | |
| MIRAScenario=Domain Incremental Learning2025.11 | 82.46 | 8.49 | 82.73 | |
| LAEScenario=Domain Incremental Learning2025.11 | 79.09 | 21.86 | 72.43 | |
| CODA-PScenario=Domain Incremental Learning2025.11 | 77.42 | 22.2 | 73.7 | |
| DualPromptScenario=Domain Incremental Learning2025.11 | 76.42 | 26.33 | 72.62 | |
| S-PromptsScenario=Domain Incremental Learning2025.11 | 75.11 | 25.66 | 65.1 | |
| L2PScenario=Domain Incremental Learning2025.11 | 73.83 | 23.43 | 68.5 | |
| LwFScenario=Domain Incremental Learning2025.11 | 69.61 | 25.81 | 54.75 | |
| EWCScenario=Domain Incremental Learning2025.11 | 68.62 | 25.94 | 51.39 | |
| Fine-tuningScenario=Domain Incremental Learning2025.11 | 33.04 | 23.23 | 31.68 |