Class-Incremental Learning on Food
90.41Average AccuracySPA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPAIncremental Protocol=B0 Inc102026.05 | 90.41 | 84.81 | |
| PROOFIncremental Protocol=B0 Inc102026.05 | 90.04 | 84.73 | |
| CLG-CBMIncremental Protocol=B0 Inc102026.05 | 89.12 | 83.05 | |
| RAPFIncremental Protocol=B0 Inc102026.05 | 88.57 | 81.15 | |
| BOFAIncremental Protocol=B0 Inc102026.05 | 88.14 | 82.08 | |
| SimpleCILIncremental Protocol=B0 Inc102026.05 | 87.89 | 81.65 | |
| ZS-CLIPIncremental Protocol=B0 Inc102026.05 | 87.86 | 81.92 | |
| SPAIncremental Protocol=B50 Inc102026.05 | 87.8 | 84.95 | |
| PROOFIncremental Protocol=B50 Inc102026.05 | 87.52 | 84.74 | |
| CLG-CBMIncremental Protocol=B50 Inc102026.05 | 86.76 | 83.85 | |
| CODA-PromptIncremental Protocol=B0 Inc102026.05 | 86.18 | 78.78 | |
| BOFAIncremental Protocol=B50 Inc102026.05 | 85.97 | 82.84 | |
| L2PIncremental Protocol=B0 Inc102026.05 | 85.66 | 77.33 | |
| RAPFIncremental Protocol=B50 Inc102026.05 | 85.53 | 81.17 | |
| DualPromptIncremental Protocol=B0 Inc102026.05 | 84.92 | 77.29 | |
| ZS-CLIPIncremental Protocol=B50 Inc102026.05 | 84.75 | 81.92 | |
| SimpleCILIncremental Protocol=B50 Inc102026.05 | 84.73 | 81.65 | |
| CODA-PromptIncremental Protocol=B50 Inc102026.05 | 80.98 | 74.13 | |
| L2PIncremental Protocol=B50 Inc102026.05 | 80.42 | 73.13 | |
| DualPromptIncremental Protocol=B50 Inc102026.05 | 80 | 72.75 |