Class-Incremental Learning on UCF
95.63Average AccuracySPA
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPAIncremental Protocol=B0 Inc102026.05 | 95.63 | 92.38 | |
| SPAIncremental Protocol=B50 Inc102026.05 | 95.43 | 93.48 | |
| CLG-CBMIncremental Protocol=B0 Inc102026.05 | 95.04 | 91.36 | |
| PROOFIncremental Protocol=B0 Inc102026.05 | 94.58 | 91.1 | |
| CLG-CBMIncremental Protocol=B50 Inc102026.05 | 94.17 | 91.85 | |
| PROOFIncremental Protocol=B50 Inc102026.05 | 93.58 | 90.91 | |
| BOFAIncremental Protocol=B0 Inc102026.05 | 93.19 | 88.71 | |
| BOFAIncremental Protocol=B50 Inc102026.05 | 92.6 | 89.43 | |
| RAPFIncremental Protocol=B0 Inc102026.05 | 92.28 | 80.33 | |
| SimpleCILIncremental Protocol=B0 Inc102026.05 | 90.44 | 85.68 | |
| RAPFIncremental Protocol=B50 Inc102026.05 | 90.31 | 81.55 | |
| SimpleCILIncremental Protocol=B50 Inc102026.05 | 88.12 | 85.68 | |
| CODA-PromptIncremental Protocol=B0 Inc102026.05 | 87.76 | 80.14 | |
| L2PIncremental Protocol=B0 Inc102026.05 | 86.34 | 76.43 | |
| DualPromptIncremental Protocol=B0 Inc102026.05 | 85.21 | 75.82 | |
| DualPromptIncremental Protocol=B50 Inc102026.05 | 84.31 | 76.35 | |
| L2PIncremental Protocol=B50 Inc102026.05 | 83.95 | 76.62 | |
| CODA-PromptIncremental Protocol=B50 Inc102026.05 | 83.04 | 75.03 | |
| ZS-CLIPIncremental Protocol=B0 Inc102026.05 | 75.5 | 67.64 | |
| ZS-CLIPIncremental Protocol=B50 Inc102026.05 | 71.44 | 67.64 |