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/InMARS

InMARS

Reported on 6 benchmarks across 3 tasks · 1 paper · 6 SOTA

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

Medical2 results

Semantic SegmentationonCOCO-Stuff-15
Pixel Accuracy· 2021-07-01
31
best: 38.8 (InfoSeg)
SOTA
Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization arXiv:2107.00691
Semantic SegmentationonCOCO-Stuff-3
Pixel Accuracy· 2021-07-01
73.1
best: 80.3 (SAN)
SOTA
Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization arXiv:2107.00691

Computer Vision2 results

Unsupervised Semantic SegmentationonCOCO-Stuff-15
Pixel Accuracy· 2021-07-01
31
best: 38.8 (InfoSeg)
SOTA
Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization arXiv:2107.00691
Unsupervised Semantic SegmentationonCOCO-Stuff-3
Pixel Accuracy· 2021-07-01
73.1
best: 80.3 (SAN)
SOTA
Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization arXiv:2107.00691

Audio2 results

10-shot image generationonCOCO-Stuff-15
Pixel Accuracy· 2021-07-01
31
best: 38.8 (InfoSeg)
SOTA
Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization arXiv:2107.00691
10-shot image generationonCOCO-Stuff-3
Pixel Accuracy· 2021-07-01
73.1
best: 80.3 (SAN)
SOTA
Unsupervised Image Segmentation by Mutual Information Maximization and Adversarial Regularization arXiv:2107.00691