Class-Incremental Learning on CUB200 (test)
51.5AlastStratified Alignment Language Guidance
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Stratified Alignment Language GuidanceNumber of tasks=102026.03 | 51.5 | 2.5 | |
| Stratified Alignment Language GuidanceNumber of tasks=202026.03 | 51 | 2.1 | |
| APARTNumber of tasks=102026.03 | 43.5 | 2.6 | |
| DAPNumber of tasks=102026.03 | 42.4 | 3.5 | |
| APARTNumber of tasks=202026.03 | 42.3 | 2.4 | |
| MG-CLIPNumber of tasks=102026.03 | 41.2 | 2.7 | |
| RAPFNumber of tasks=102026.03 | 40.9 | 2.8 | |
| DAPNumber of tasks=202026.03 | 40.9 | 3.1 | |
| MG-CLIPNumber of tasks=202026.03 | 40.5 | 2.6 | |
| RAPFNumber of tasks=202026.03 | 38.1 | 2.6 | |
| CODAPromptNumber of tasks=102026.03 | 34.4 | 3.5 | |
| L2P++Number of tasks=102026.03 | 32.1 | 3.8 | |
| DualPromptNumber of tasks=102026.03 | 32 | 3.1 | |
| PriViLegeNumber of tasks=102026.03 | 30.7 | 5.9 | |
| ISPCNumber of tasks=102026.03 | 30.2 | 6.7 | |
| ISPCNumber of tasks=202026.03 | 26.1 | 6.1 | |
| CODAPromptNumber of tasks=202026.03 | 21.3 | 3.1 | |
| L2P++Number of tasks=202026.03 | 20.7 | 3.4 | |
| DualPromptNumber of tasks=202026.03 | 20.3 | 3 | |
| PriViLegeNumber of tasks=202026.03 | 20.1 | 2.7 |