Animal Identification on 8-calves
99.2AccuracyBCE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| BCENetwork=EfficientNet-B0, Train MLP Only=false2026.01 | 99.2 | 2.791 | |
| Supcon*Network=ResNet18, Train MLP Only=false, Learnable Temperature=true2026.01 | 98.6 | 0.872 | |
| BCENetwork=ResNet18, Train MLP Only=false2026.01 | 98.1 | 0.871 | |
| SupconNetwork=ResNet18, Train MLP Only=false2026.01 | 97.8 | 0.871 | |
| BCENetwork=EfficientNet-B0, Train MLP Only=true2026.01 | 93.2 | 0.435 | |
| Supcon*Network=ConvNextV2, Train MLP Only=true, Learnable Temperature=true2026.01 | 90.7 | 0.58 | |
| BCENetwork=ConvNextV2, Train MLP Only=true2026.01 | 90.2 | 0.58 | |
| Supcon*Network=ResNet18, Train MLP Only=true, Learnable Temperature=true2026.01 | 90 | 0.355 | |
| BCENetwork=ResNet18, Train MLP Only=true2026.01 | 89.1 | 0.355 | |
| SupconNetwork=ConvNextV2, Train MLP Only=true2026.01 | 82.3 | 0.58 | |
| SupconNetwork=ResNet18, Train MLP Only=true2026.01 | 80.9 | 0.355 | |
| MoCoNetwork=ResNet18, Train MLP Only=false2026.01 | 22 | 7.371 | |
| SimCLRNetwork=ResNet18, Train MLP Only=false2026.01 | 21.3 | 10.87 |