Image Classification on Oxford-IIIT Pets (Base, Novel, HM Accuracy)
96.2Base AccuracyGalLoP + CAKI
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| GalLoP + CAKIShots=42026.05 | 96.2 | 97.5 | 96.9 | |
| PromptSRC + CAKIShots=42026.05 | 96 | 97.4 | 96.7 | |
| PromptSRCShots=42026.05 | 95.9 | 97.2 | 96.5 | |
| GalLoPShots=42026.05 | 95.8 | 97.4 | 96.6 | |
| CoOp + CAKIShots=42026.05 | 95.4 | 97.7 | 96.5 | |
| CoOpShots=42026.05 | 95.2 | 97.5 | 96.3 | |
| TCP + CAKIShots=42026.05 | 95.2 | 97.9 | 96.5 | |
| MaPLe + CAKIShots=42026.05 | 94.8 | 97.7 | 96.2 | |
| TCPShots=42026.05 | 94.8 | 97.2 | 96 | |
| MaPLeShots=42026.05 | 94.7 | 97.5 | 96.1 | |
| CoCoOp + CAKIShots=42026.05 | 94.5 | 98.3 | 96.4 | |
| CoCoOpShots=42026.05 | 94.3 | 97.9 | 96.1 | |
| CLIPShots=42026.05 | 91.1 | 97.2 | 94.1 |