Paper | Code | Accuracy (Top-1) | ModelName | ReleaseDate |
---|---|---|---|---|
Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs | ✓ Link | 74.5 | COSMO | 2023-12-31 |
Deep CORAL: Correlation Alignment for Deep Domain Adaptation | ✓ Link | 73.3 | CORAL | 2016-07-06 |
Attentional-Biased Stochastic Gradient Descent | ✓ Link | 72.7 | ABSGD | 2020-12-13 |
Does Distributionally Robust Supervised Learning Give Robust Classifiers? | 72.7 | Group DRO | 2016-11-07 | |
WILDS: A Benchmark of in-the-Wild Distribution Shifts | ✓ Link | 71.6 | Empirical Risk Minimization (ERM) | 2020-12-14 |
Gradient Matching for Domain Generalization | ✓ Link | 63.2 | Fish | 2021-04-20 |