Image Classification on Insects Spider (test)
45.4AccuracySynerNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SynerNetShots=16-shot2026.01 | 45.4 | — | |
| FSNLShots=16-shot2026.01 | 43.7 | — | |
| SynerNetShots=8-shot2026.01 | 43.5 | — | |
| FSNLShots=8-shot2026.01 | 41.9 | — | |
| SynerNetShots=4-shot2026.01 | 41.2 | — | |
| FSNLShots=4-shot2026.01 | 39.7 | — | |
| SynerNetShots=2-shot2026.01 | 38.3 | — | |
| CLIP-AdapterShots=16-shot2026.01 | 36 | — | |
| FSNLShots=2-shot2026.01 | 35.7 | — | |
| SynerNetShots=1-shot2026.01 | 33.8 | — | |
| CLIP-AdapterShots=8-shot2026.01 | 32.8 | — | |
| CoOpShots=16-shot2026.01 | 32.5 | — | |
| FSNLShots=1-shot2026.01 | 31.4 | — | |
| CoOpShots=8-shot2026.01 | 29.8 | — | |
| CLIP-AdapterShots=4-shot2026.01 | 29.5 | — | |
| CLIP-AdapterShots=2-shot2026.01 | 26.8 | — | |
| CoOpShots=4-shot2026.01 | 26.6 | — | |
| SynerNetShots=0-shot2026.01 | 26.1 | — | |
| CLIP-AdapterShots=1-shot2026.01 | 24.3 | — | |
| FSNLShots=0-shot2026.01 | 24.3 | — | |
| CoOpShots=2-shot2026.01 | 22.9 | — | |
| CoCoOpShots=16-shot2026.01 | 22.6 | — | |
| CLIP-AdapterShots=0-shot2026.01 | 20.6 | — | |
| CoCoOpShots=8-shot2026.01 | 19.9 | — | |
| CoOpShots=1-shot2026.01 | 19.3 | — | |
| CoCoOpShots=4-shot2026.01 | 17.8 | — | |
| CoCoOpShots=2-shot2026.01 | 17.2 | — | |
| CoCoOpShots=1-shot2026.01 | 16.4 | — | |
| CoCoOpShots=0-shot2026.01 | 14.8 | — | |
| CoOpShots=0-shot2026.01 | 14.1 | — | |
| CLIP-AdapterMetrics=Aggregate2026.01 | — | 0.97 | |
| CoCoOpMetrics=Aggregate2026.01 | — | 0.51 | |
| CoOpMetrics=Aggregate2026.01 | — | 1.17 | |
| FSNLMetrics=Aggregate2026.01 | — | 1.23 | |
| SynerNetMetrics=Aggregate2026.01 | — | 1.25 |