Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

Models/IMC-SwAV (Best)

IMC-SwAV (Best)

Reported on 12 benchmarks across 1 task · 1 paper · 9 SOTA

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

Computer Vision12 results

Image ClusteringonCIFAR-10
ARI· 2021-03-12
0.8
best: 0.989 (TURTLE (CLIP + DINOv2))
SOTA
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-10
NMI· 2021-03-12
0.818
best: 0.985 (TURTLE (CLIP + DINOv2))
SOTA
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonTiny-ImageNet
ARI· 2021-03-12
0.146
best: 0.5227 (ITAE)
SOTA
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonTiny-ImageNet
Accuracy· 2021-03-12
0.282
best: 0.698 (PRO-DSC)
SOTA
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonTiny-ImageNet
NMI· 2021-03-12
0.526
best: 0.8178 (ITAE)
SOTA
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-100
ARI· 2021-03-12
0.361
best: 0.834 (TURTLE (CLIP + DINOv2))
SOTA
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-100
Accuracy· 2021-03-12
0.519
best: 0.898 (TURTLE (CLIP + DINOv2))
SOTA
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-100
NMI· 2021-03-12
0.527
best: 0.915 (TURTLE (CLIP + DINOv2))
SOTA
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonSTL-10
ARI· 2021-03-12
0.716
best: 0.994 (TURTLE (CLIP + DINOv2))
SOTA
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonCIFAR-10
Accuracy· 2021-03-12
0.897
best: 0.995 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonSTL-10
Accuracy· 2021-03-12
0.853
best: 0.997 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368
Image ClusteringonSTL-10
NMI· 2021-03-12
0.747
best: 0.993 (TURTLE (CLIP + DINOv2))
Information Maximization Clustering via Multi-View Self-Labelling arXiv:2103.07368