Image Classification on Insects Spider (Accuracy & Average growth/shot)
45.1AccuracyMACL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MACLshots=162026.01 | 45.1 | 1.21 | |
| FSNLshots=162026.01 | 43.5 | 1.21 | |
| MACLshots=82026.01 | 43.2 | 1.21 | |
| FSNLshots=82026.01 | 41.8 | 1.21 | |
| MACLshots=42026.01 | 40.9 | 1.21 | |
| FSNLshots=42026.01 | 39.5 | 1.21 | |
| MACLshots=22026.01 | 38.1 | 1.21 | |
| CLIP-Adaptershots=162026.01 | 35.8 | 0.96 | |
| FSNLshots=22026.01 | 35.5 | 1.21 | |
| MACLshots=12026.01 | 33.6 | 1.21 | |
| CLIP-Adaptershots=82026.01 | 32.6 | 0.96 | |
| CoOpshots=162026.01 | 32.4 | 1.16 | |
| FSNLshots=12026.01 | 31.2 | 1.21 | |
| CoOpshots=82026.01 | 29.7 | 1.16 | |
| CLIP-Adaptershots=42026.01 | 29.4 | 0.96 | |
| CLIP-Adaptershots=22026.01 | 26.7 | 0.96 | |
| CoOpshots=42026.01 | 26.5 | 1.16 | |
| MACLshots=02026.01 | 25.8 | 1.21 | |
| CLIP-Adaptershots=12026.01 | 24.1 | 0.96 | |
| FSNLshots=02026.01 | 24.1 | 1.21 | |
| CoOpshots=22026.01 | 22.8 | 1.16 | |
| CoCoOpshots=162026.01 | 22.5 | 0.49 | |
| CLIP-Adaptershots=02026.01 | 20.4 | 0.96 | |
| CoCoOpshots=82026.01 | 19.8 | 0.49 | |
| CoOpshots=12026.01 | 19.2 | 1.16 | |
| CoCoOpshots=42026.01 | 17.6 | 0.49 | |
| CoCoOpshots=22026.01 | 17 | 0.49 | |
| CoCoOpshots=12026.01 | 16.3 | 0.49 | |
| CoCoOpshots=02026.01 | 14.7 | 0.49 | |
| CoOpshots=02026.01 | 13.9 | 1.16 |