📊 Showing 6 results | 📏 Metric: Accuracy (Top-1)
| Rank | Model | Paper | Accuracy (Top-1) | Date | Code |
|---|---|---|---|---|---|
| 1 | COSMO 📚 | Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs | 74.50 | 2023-12-31 | 📦 osu-nlp-group/cosmo |
| 2 | CORAL | Deep CORAL: Correlation Alignment for Deep Domain Adaptation | 73.30 | 2016-07-06 | 📦 thuml/Transfer-Learning-Library 📦 facebookresearch/DomainBed 📦 kevinmusgrave/pytorch-adapt |
| 3 | ABSGD | Attentional-Biased Stochastic Gradient Descent | 72.70 | 2020-12-13 | 📦 qiqi-helloworld/absgd |
| 4 | Group DRO | Does Distributionally Robust Supervised Learning Give Robust Classifiers? | 72.70 | 2016-11-07 | - |
| 5 | Empirical Risk Minimization (ERM) | WILDS: A Benchmark of in-the-Wild Distribution Shifts | 71.60 | 2020-12-14 | 📦 facebookresearch/DomainBed 📦 p-lambda/wilds 📦 hlzhang109/ddg |
| 6 | Fish | Gradient Matching for Domain Generalization | 63.20 | 2021-04-20 | 📦 facebookresearch/DomainBed 📦 YugeTen/fish |