Semi-Supervised Object Detection 벤치마크
Semi-Supervised Object Detection on COCO 5% labeled data
mAP
- 2020-05-10 — STAC: mAP 24.38
- 2021-02-18 — Unbiased Teacher: mAP 28.27
- 2021-06-01 — RPL: mAP 28.4
- 2021-06-16 — Soft Teacher + Swin-L(HTC++, multi-scale): mAP 30.74
- 2021-07-11 — Adaptive Class-Rebalancing: mAP 31.35
- 2022-03-30 — PseCo: mAP 32.5
- 2022-07-06 — Dense Teacher: mAP 33.01
- 2023-02-15 — Efficient Teacher: mAP 34.11
- 2023-03-27 — ARSL: mAP 34.45
- 2023-07-16 — Semi-DETR: mAP 40.1