Class-Incremental Learning on Cars (Average and Last Accuracy)
94.43Average AccuracySPA
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SPAIncremental Protocol=B0 Inc102026.05 | 94.43 | 90.91 | |
| BOFAIncremental Protocol=B0 Inc102026.05 | 94.21 | 90.2 | |
| CLG-CBMIncremental Protocol=B0 Inc102026.05 | 93.25 | 88.76 | |
| SPAIncremental Protocol=B50 Inc102026.05 | 92.33 | 91.43 | |
| BOFAIncremental Protocol=B50 Inc102026.05 | 92.13 | 90.5 | |
| SimpleCILIncremental Protocol=B0 Inc102026.05 | 92.04 | 86.85 | |
| PROOFIncremental Protocol=B0 Inc102026.05 | 90.74 | 86.51 | |
| CLG-CBMIncremental Protocol=B50 Inc102026.05 | 90.11 | 88.19 | |
| SimpleCILIncremental Protocol=B50 Inc102026.05 | 88.96 | 86.85 | |
| PROOFIncremental Protocol=B50 Inc102026.05 | 88 | 85.58 | |
| RAPFIncremental Protocol=B0 Inc102026.05 | 82.89 | 62.85 | |
| ZS-CLIPIncremental Protocol=B0 Inc102026.05 | 82.6 | 76.37 | |
| CODA-PromptIncremental Protocol=B0 Inc102026.05 | 80.21 | 66.47 | |
| ZS-CLIPIncremental Protocol=B50 Inc102026.05 | 78.32 | 76.37 | |
| DualPromptIncremental Protocol=B50 Inc102026.05 | 76.88 | 67.55 | |
| L2PIncremental Protocol=B0 Inc102026.05 | 76.63 | 61.82 | |
| L2PIncremental Protocol=B50 Inc102026.05 | 76.37 | 65.64 | |
| DualPromptIncremental Protocol=B0 Inc102026.05 | 76.26 | 62.94 | |
| RAPFIncremental Protocol=B50 Inc102026.05 | 75.87 | 63.19 | |
| CODA-PromptIncremental Protocol=B50 Inc102026.05 | 75.06 | 64.19 |