Image Classification on Flowers (Accuracy, Average growth/shot)
93.5AccuracyMACL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MACLshots=162026.01 | 93.5 | 2.79 | |
| CLIP-Adaptershots=162026.01 | 91.3 | 4.31 | |
| FSNLshots=162026.01 | 90.8 | 2.67 | |
| MACLshots=82026.01 | 90.3 | 2.79 | |
| CoOpshots=162026.01 | 90.2 | 5.11 | |
| CLIP-Adaptershots=82026.01 | 88.4 | 4.31 | |
| CoCoOpshots=162026.01 | 87.6 | 4.91 | |
| CoOpshots=82026.01 | 87.5 | 5.11 | |
| FSNLshots=82026.01 | 87.1 | 2.67 | |
| MACLshots=42026.01 | 85.5 | 2.79 | |
| CoCoOpshots=82026.01 | 84.1 | 4.91 | |
| CLIP-Adaptershots=42026.01 | 84.1 | 4.31 | |
| FSNLshots=42026.01 | 82.7 | 2.67 | |
| CoOpshots=42026.01 | 81.3 | 5.11 | |
| CoCoOpshots=42026.01 | 78.9 | 4.91 | |
| MACLshots=22026.01 | 75.2 | 2.79 | |
| FSNLshots=22026.01 | 72.5 | 2.67 | |
| CLIP-Adaptershots=22026.01 | 67.2 | 4.31 | |
| MACLshots=12026.01 | 65.8 | 2.79 | |
| FSNLshots=12026.01 | 63.2 | 2.67 | |
| CoCoOpshots=22026.01 | 59.2 | 4.91 | |
| CoOpshots=22026.01 | 54.3 | 5.11 | |
| CLIP-Adaptershots=12026.01 | 52.1 | 4.31 | |
| MACLshots=02026.01 | 48.9 | 2.79 | |
| FSNLshots=02026.01 | 48.1 | 2.67 | |
| CoCoOpshots=12026.01 | 41.4 | 4.91 | |
| CoOpshots=12026.01 | 35.6 | 5.11 | |
| CLIP-Adaptershots=02026.01 | 22.4 | 4.31 | |
| CoCoOpshots=02026.01 | 9.1 | 4.91 | |
| CoOpshots=02026.01 | 8.5 | 5.11 |