Image Classification on Tiny-ImageNet (Aauc, Alast)
85.69AaucSinglePrompt
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SinglePromptBuffer=20002026.04 | 85.69 | 81.67 | |
| SinglePromptBuffer=02026.04 | 85.6 | 82.87 | |
| MISABuffer=20002026.04 | 82.91 | 76.41 | |
| SinglePromptBuffer=5002026.04 | 82.69 | 74.45 | |
| MVPBuffer=20002026.04 | 80.67 | 74.34 | |
| MISABuffer=02026.04 | 80.44 | 74.84 | |
| MISABuffer=5002026.04 | 79.08 | 69.91 | |
| MVPBuffer=5002026.04 | 76.52 | 65.19 | |
| MVPBuffer=02026.04 | 68.95 | 52.78 | |
| ER-ACEBuffer=20002026.04 | 66.86 | 58.4 | |
| ERBuffer=20002026.04 | 66.75 | 55.07 | |
| DER++Buffer=20002026.04 | 66.58 | 56.81 | |
| DualPromptBuffer=02026.04 | 66.09 | 48.72 | |
| CLIBBuffer=20002026.04 | 65.47 | 56.87 | |
| ER-ACEBuffer=5002026.04 | 64.52 | 56.82 | |
| DER++Buffer=5002026.04 | 61.67 | 46.03 | |
| CLIBBuffer=5002026.04 | 60.11 | 48.97 | |
| ERBuffer=5002026.04 | 59.46 | 40.6 | |
| L2PBuffer=02026.04 | 52.09 | 35.05 | |
| EWCBuffer=02026.04 | 51.7 | 31.04 | |
| LwFBuffer=02026.04 | 49 | 27.47 | |
| RMBuffer=20002026.04 | 47.26 | 44.55 | |
| Linear ProbeBuffer=02026.04 | 42.15 | 21.97 | |
| RMBuffer=5002026.04 | 31.96 | 7.43 | |
| FinetuningBuffer=02026.04 | 15.5 | 10.42 |