OpenCodePapers

image-classification-on-iwildcam2020-wilds

Image Classification
Dataset Link
Results over time
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Leaderboard
PaperCodeAccuracy (Top-1)ModelNameReleaseDate
Reviving the Context: Camera Trap Species Classification as Link Prediction on Multimodal Knowledge Graphs✓ Link74.5COSMO2023-12-31
Deep CORAL: Correlation Alignment for Deep Domain Adaptation✓ Link73.3CORAL2016-07-06
Attentional-Biased Stochastic Gradient Descent✓ Link72.7ABSGD2020-12-13
Does Distributionally Robust Supervised Learning Give Robust Classifiers?72.7Group DRO2016-11-07
WILDS: A Benchmark of in-the-Wild Distribution Shifts✓ Link71.6Empirical Risk Minimization (ERM)2020-12-14
Gradient Matching for Domain Generalization✓ Link63.2Fish2021-04-20