AutoNovel

Reported on 6 benchmarks across 2 tasks · 1 paper · 6 SOTA

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

Methodology6 results

Clustering Algorithms EvaluationonSVHN
Clustering Accuracy· 2021-06-29
0.954
SOTA
AutoNovel: Automatically Discovering and Learning Novel Visual Categories arXiv:2106.15252
Clustering Algorithms Evaluationoncifar10
Clustering Accuracy· 2021-06-29
0.924
SOTA
AutoNovel: Automatically Discovering and Learning Novel Visual Categories arXiv:2106.15252
Clustering Algorithms Evaluationoncifar100
Clustering Accuracy· 2021-06-29
0.746
SOTA
AutoNovel: Automatically Discovering and Learning Novel Visual Categories arXiv:2106.15252
Novel Class DiscoveryonSVHN
Clustering Accuracy· 2021-06-29
0.954
SOTA
AutoNovel: Automatically Discovering and Learning Novel Visual Categories arXiv:2106.15252
Novel Class Discoveryoncifar10
Clustering Accuracy· 2021-06-29
0.924
SOTA
AutoNovel: Automatically Discovering and Learning Novel Visual Categories arXiv:2106.15252
Novel Class Discoveryoncifar100
Clustering Accuracy· 2021-06-29
0.746
SOTA
AutoNovel: Automatically Discovering and Learning Novel Visual Categories arXiv:2106.15252