StableNet (ResNet-18)

Reported on 4 benchmarks across 2 tasks · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology2 results

Domain AdaptationonPACS
Average Accuracy· 2021-04-16
84.69
best: 99 (SIMPLE+)
Deep Stable Learning for Out-Of-Distribution Generalization arXiv:2104.07876
Domain AdaptationonVLCS
Average Accuracy· 2021-04-16
77.65
best: 85.5 (CAR-FT (CLIP, ViT-B/16))
Deep Stable Learning for Out-Of-Distribution Generalization arXiv:2104.07876

Computer Vision2 results

Domain GeneralizationonPACS
Average Accuracy· 2021-04-16
84.69
best: 99 (SIMPLE+)
Deep Stable Learning for Out-Of-Distribution Generalization arXiv:2104.07876
Domain GeneralizationonVLCS
Average Accuracy· 2021-04-16
77.65
best: 85.5 (CAR-FT (CLIP, ViT-B/16))
Deep Stable Learning for Out-Of-Distribution Generalization arXiv:2104.07876