Class-Incremental Learning on Food101-LT 10-task setting
59.38Average Mean AccuracyLAE + TAL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LAE + TALTAL integration=true2026.03 | 59.38 | 35.89 | |
| CODAPrompt + TALTAL integration=true2026.03 | 58.12 | 34.1 | |
| MOS + TALTAL integration=true2026.03 | 57.92 | 33.73 | |
| LAETAL integration=false2026.03 | 56.43 | 29.91 | |
| CODAPromptTAL integration=false2026.03 | 56.11 | 28.33 | |
| MOSTAL integration=false2026.03 | 55.46 | 28.08 | |
| L2P + TALTAL integration=true2026.03 | 50.84 | 23.84 | |
| DualPrompt + TALTAL integration=true2026.03 | 50.77 | 24.89 | |
| DualPromptTAL integration=false2026.03 | 49.84 | 22.56 | |
| L2PTAL integration=false2026.03 | 47.46 | 16.11 |