Class-Incremental Learning on SUN
86.91Average AccuracySPA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPAIncremental Protocol=B0 Inc302026.05 | 86.91 | 80.77 | |
| CLG-CBMIncremental Protocol=B0 Inc302026.05 | 84.85 | 78.09 | |
| BOFAIncremental Protocol=B0 Inc302026.05 | 84.38 | 77.6 | |
| PROOFIncremental Protocol=B0 Inc302026.05 | 83.89 | 77.25 | |
| SPAIncremental Protocol=B150 Inc302026.05 | 83.57 | 80.74 | |
| CODA-PromptIncremental Protocol=B0 Inc302026.05 | 83.34 | 75.71 | |
| L2PIncremental Protocol=B0 Inc302026.05 | 82.82 | 74.54 | |
| DualPromptIncremental Protocol=B0 Inc302026.05 | 82.46 | 74.4 | |
| SimpleCILIncremental Protocol=B0 Inc302026.05 | 82.13 | 75.58 | |
| RAPFIncremental Protocol=B0 Inc302026.05 | 82.13 | 72.47 | |
| CLG-CBMIncremental Protocol=B150 Inc302026.05 | 81.58 | 77.79 | |
| BOFAIncremental Protocol=B150 Inc302026.05 | 81.34 | 77.93 | |
| CODA-PromptIncremental Protocol=B150 Inc302026.05 | 80.38 | 74.17 | |
| PROOFIncremental Protocol=B150 Inc302026.05 | 80.15 | 76.54 | |
| L2PIncremental Protocol=B150 Inc302026.05 | 79.57 | 73.1 | |
| ZS-CLIPIncremental Protocol=B0 Inc302026.05 | 79.42 | 72.11 | |
| DualPromptIncremental Protocol=B150 Inc302026.05 | 79.37 | 73.02 | |
| SimpleCILIncremental Protocol=B150 Inc302026.05 | 78.62 | 75.58 | |
| RAPFIncremental Protocol=B150 Inc302026.05 | 78.04 | 73.1 | |
| ZS-CLIPIncremental Protocol=B150 Inc302026.05 | 74.95 | 72.11 |