Image Classification on Landmark (test)
96.7AccuracySynerNet
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SynerNetShots=16-shot2026.01 | 96.7 | — | |
| SynerNetShots=8-shot2026.01 | 96 | — | |
| FSNLShots=16-shot2026.01 | 95.4 | — | |
| FSNLShots=8-shot2026.01 | 94.7 | — | |
| SynerNetShots=4-shot2026.01 | 93.9 | — | |
| FSNLShots=4-shot2026.01 | 92.5 | — | |
| CLIP-AdapterShots=16-shot2026.01 | 91.3 | — | |
| CoOpShots=16-shot2026.01 | 89.4 | — | |
| CLIP-AdapterShots=8-shot2026.01 | 88.5 | — | |
| CoOpShots=8-shot2026.01 | 85.8 | — | |
| CLIP-AdapterShots=4-shot2026.01 | 85.2 | — | |
| SynerNetShots=2-shot2026.01 | 82.8 | — | |
| FSNLShots=2-shot2026.01 | 80.9 | — | |
| CoOpShots=4-shot2026.01 | 80.1 | — | |
| SynerNetShots=1-shot2026.01 | 72.7 | — | |
| FSNLShots=1-shot2026.01 | 70 | — | |
| CLIP-AdapterShots=2-shot2026.01 | 69.4 | — | |
| CoCoOpShots=16-shot2026.01 | 62.1 | — | |
| CoOpShots=2-shot2026.01 | 59.9 | — | |
| CLIP-AdapterShots=1-shot2026.01 | 57.5 | — | |
| CoCoOpShots=8-shot2026.01 | 56.9 | — | |
| CoCoOpShots=4-shot2026.01 | 50.5 | — | |
| CoCoOpShots=2-shot2026.01 | 45.9 | — | |
| SynerNetShots=0-shot2026.01 | 45.6 | — | |
| FSNLShots=0-shot2026.01 | 43.9 | — | |
| CoOpShots=1-shot2026.01 | 43.8 | — | |
| CoCoOpShots=1-shot2026.01 | 39.7 | — | |
| CLIP-AdapterShots=0-shot2026.01 | 32 | — | |
| CoCoOpShots=0-shot2026.01 | 22.5 | — | |
| CoOpShots=0-shot2026.01 | 20.3 | — | |
| CLIP-AdapterMetrics=Aggregate2026.01 | — | 3.73 | |
| CoCoOpMetrics=Aggregate2026.01 | — | 2.5 | |
| CoOpMetrics=Aggregate2026.01 | — | 4.35 | |
| FSNLMetrics=Aggregate2026.01 | — | 3.24 | |
| SynerNetMetrics=Aggregate2026.01 | — | 3.21 |