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/InfoSeg

InfoSeg

Reported on 12 benchmarks across 3 tasks · 1 paper · 12 SOTA

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

Medical4 results

Semantic SegmentationonCOCO-Stuff-15
Pixel Accuracy· 2021-10-07
38.8
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477
Semantic SegmentationonCOCO-Stuff-3
Pixel Accuracy· 2021-10-07
73.8
best: 80.3 (SAN)
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477
Semantic SegmentationonPotsdam-3
Pixel Accuracy· 2021-10-07
71.6
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477
Semantic SegmentationonCOCO-Persons
Pixel Accuracy· 2021-10-07
69.6
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477

Computer Vision4 results

Unsupervised Semantic SegmentationonCOCO-Stuff-15
Pixel Accuracy· 2021-10-07
38.8
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477
Unsupervised Semantic SegmentationonCOCO-Stuff-3
Pixel Accuracy· 2021-10-07
73.8
best: 80.3 (SAN)
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477
Unsupervised Semantic SegmentationonPotsdam-3
Pixel Accuracy· 2021-10-07
71.6
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477
Unsupervised Semantic SegmentationonCOCO-Persons
Pixel Accuracy· 2021-10-07
69.6
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477

Audio4 results

10-shot image generationonCOCO-Stuff-15
Pixel Accuracy· 2021-10-07
38.8
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477
10-shot image generationonCOCO-Stuff-3
Pixel Accuracy· 2021-10-07
73.8
best: 80.3 (SAN)
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477
10-shot image generationonPotsdam-3
Pixel Accuracy· 2021-10-07
71.6
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477
10-shot image generationonCOCO-Persons
Pixel Accuracy· 2021-10-07
69.6
SOTA
InfoSeg: Unsupervised Semantic Image Segmentation with Mutual Information Maximization arXiv:2110.03477