Image Classification On Iwildcam2020 Wilds
评估指标
Accuracy (Top-1)
评测结果
各个模型在此基准测试上的表现结果
模型名称 | Accuracy (Top-1) | Paper Title | Repository |
|---|---|---|---|
| Group DRO | 72.7 | Does Distributionally Robust Supervised Learning Give Robust Classifiers? | - |
| CORAL | 73.3 | Deep CORAL: Correlation Alignment for Deep Domain Adaptation | |
| Empirical Risk Minimization (ERM) | 71.6 | WILDS: A Benchmark of in-the-Wild Distribution Shifts | |
| COSMO | 74.5 | Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs | |
| ABSGD | 72.7 | Attentional-Biased Stochastic Gradient Descent | - |
| Fish | 63.2 | Gradient Matching for Domain Generalization |
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