RUC

Reported on 5 benchmarks across 2 tasks · 1 paper · 4 SOTA

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

Computer Vision5 results

Image ClusteringonCIFAR-10
Accuracy· uses extra data· 2020-12-21
0.903
best: 0.995 (TURTLE (CLIP + DINOv2))
SOTA
Improving Unsupervised Image Clustering With Robust Learning arXiv:2012.11150
Image ClusteringonSTL-10
Accuracy· 2020-12-21
0.867
best: 0.997 (TURTLE (CLIP + DINOv2))
SOTA
Improving Unsupervised Image Clustering With Robust Learning arXiv:2012.11150
Image ClassificationonCIFAR-10
Accuracy· 2020-12-21
90.3
best: 99.612 (efficient adaptive ensembling)
SOTA
Improving Unsupervised Image Clustering With Robust Learning arXiv:2012.11150
Image ClassificationonCIFAR-20
Accuracy· 2020-12-21
54.3
best: 73.2 (MV-MR)
SOTA
Improving Unsupervised Image Clustering With Robust Learning arXiv:2012.11150
Image ClassificationonSTL-10
Accuracy· 2020-12-21
86.7
best: 99.7 (TURTLE (CLIP + DINOv2))
Improving Unsupervised Image Clustering With Robust Learning arXiv:2012.11150