Multi-Domain Task-Incremental Learning on MTIL 8-Domain Sequence (16-shot, test)
46.7Aircraft AccuracyXYZ
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| XYZShots=162026.05 | 46.7 | 95.3 | 80.9 | 63.7 | 85.9 | 89.7 | 73.5 | 70.6 | 75.9 | |
| IAPShots=162026.05 | 42.5 | 94.8 | 77.6 | 59.3 | 82.5 | 86.5 | 69.6 | 65.4 | 72.5 | |
| DIKIShots=162026.05 | 41.3 | 95.3 | 76.5 | 58.5 | 82.2 | 86.4 | 68.2 | 66.6 | 71.9 | |
| DualPromptShots=162026.05 | 36.5 | 89.5 | 72.5 | 52.7 | 72.3 | 80.8 | 56.1 | 54.2 | 64.3 | |
| ZSCLShots=162026.05 | 33.5 | 90.5 | 74.7 | 58.5 | 79.7 | 87.7 | 64.8 | 64.8 | 69.3 | |
| S-PromptsShots=162026.05 | 30.6 | 86.8 | 70 | 51.7 | 74.3 | 78.5 | 60.7 | 53 | 63.2 | |
| L2PShots=162026.05 | 30.2 | 84.5 | 70.1 | 51.9 | 69.6 | 77.1 | 60 | 55.2 | 62.3 |