SPR

Reported on 4 benchmarks across 2 tasks · 1 paper · 2 SOTA

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

Computer Vision2 results

Image ClassificationonClothing1M
Test Accuracy· 2022-03-15
71.16
best: 75.2 (Knockoffs-SPR)
SOTA
Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels arXiv:2203.07788
Image ClassificationonANIMAL
Accuracy· 2022-03-15
86.8
best: 89 (Jigsaw-ViT)
Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels arXiv:2203.07788

Medical2 results

Document Text ClassificationonClothing1M
Test Accuracy· 2022-03-15
71.16
best: 75.2 (Knockoffs-SPR)
SOTA
Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels arXiv:2203.07788
Document Text ClassificationonANIMAL
Accuracy· 2022-03-15
86.8
best: 89 (Jigsaw-ViT)
Scalable Penalized Regression for Noise Detection in Learning with Noisy Labels arXiv:2203.07788