Paper | Code | mAP | ModelName | ReleaseDate |
---|---|---|---|---|
Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors | ✓ Link | 21.26 ± 0.21 | Unbiased Teacher v2 | 2022-06-19 |
Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training | 19.62±0.37 | Adaptive Rebalancing | 2021-07-11 | |
Semi-supervised Object Detection via Virtual Category Learning | ✓ Link | 19.46 | VC | 2022-07-07 |
MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection | ✓ Link | 18.54 | MUM | 2021-11-22 |
Unbiased Teacher for Semi-Supervised Object Detection | ✓ Link | 16.94± 0.23 | Unbiased Teacher | 2021-02-18 |