Few-Shot Classification on Traffic Sign Meta-Dataset (test)
89.4Mean AccuracyTSP
Evaluation Results
| Method | Links | |
|---|---|---|
| TSPBackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain, Base method=TA2-Net2024.12 | 89.4 | |
| TSPBackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain, Base method=TSA2024.12 | 88.5 | |
| TA2-NetBackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain2024.12 | 87.4 | |
| TSABackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain2024.12 | 82.8 | |
| MOKDBackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain2024.12 | 64.5 | |
| URLBackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain2024.12 | 63.3 | |
| FLUTEBackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain2024.12 | 63 | |
| tri-MBackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain2024.12 | 58.4 | |
| SURBackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain2024.12 | 51 | |
| URTBackbone=ResNet-18, Evaluation protocol=Meta-Dataset, Setting=Multi-domain2024.12 | 48.2 |