Hierarchical Classification on FGVC-Aircraft (test)
0.8175AccuracyHier-COS
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| Hier-COSBackbone=ResNet-502025.03 | 0.8175 | — | 0.89 | 2.09 | 0.38 | 1.73 | 2.44 | 0.84 | 0.88 | |
| FlamingoBackbone=ResNet-50, Variant=I2025.03 | 0.8071 | — | 0.58 | 2.07 | 0.4 | 2.06 | 2.65 | 0.54 | 0.59 | |
| HAFrameBackbone=ResNet-502025.03 | 0.8055 | — | 0.86 | 2 | 0.39 | 1.74 | 2.45 | 0.81 | 0.86 | |
| FlamingoBackbone=ResNet-50, Variant=II2025.03 | 0.8007 | — | 0.57 | 2.1 | 0.42 | 2.08 | 2.66 | 0.52 | 0.58 | |
| Cross EntropyBackbone=ResNet-502025.03 | 0.7957 | — | 0.56 | 2.09 | 0.43 | 2.1 | 2.67 | 0.51 | 0.57 | |
| HAFeatBackbone=ResNet-50, Variant=II2025.03 | 0.7453 | — | 0.53 | 2.53 | 0.65 | 2.1 | 2.61 | 0.45 | 0.53 | |
| HAFeatBackbone=ResNet-50, Variant=I2025.03 | 0.733 | — | 0.53 | 2.5 | 0.67 | 2.1 | 2.61 | 0.45 | 0.53 |