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/MixPL

MixPL

Reported on 10 benchmarks across 2 tasks · 1 paper · 8 SOTA

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

Computer Vision5 results

Semi-Supervised Object DetectiononCOCO 100% labeled data
mAP· uses extra data· 2023-12-12
55.2
SOTA
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006
Semi-Supervised Object DetectiononCOCO 10% labeled data
mAP· 2023-12-12
44.6
SOTA
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006
Semi-Supervised Object DetectiononCOCO 2% labeled data
mAP· 2023-12-12
34.7
SOTA
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006
Semi-Supervised Object DetectiononCOCO 1% labeled data
mAP· 2023-12-12
31.7
SOTA
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006
Semi-Supervised Object DetectiononCOCO 5% labeled data
mAP· 2023-12-12
40.1
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006

Methodology5 results

2D Object DetectiononCOCO 100% labeled data
mAP· uses extra data· 2023-12-12
55.2
SOTA
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006
2D Object DetectiononCOCO 10% labeled data
mAP· 2023-12-12
44.6
SOTA
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006
2D Object DetectiononCOCO 2% labeled data
mAP· 2023-12-12
34.7
SOTA
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006
2D Object DetectiononCOCO 1% labeled data
mAP· 2023-12-12
31.7
SOTA
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006
2D Object DetectiononCOCO 5% labeled data
mAP· 2023-12-12
40.1
Mixed Pseudo Labels for Semi-Supervised Object Detection arXiv:2312.07006