EasyCV/docs/source/model_zoo_det.md

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Detection Model Zoo

YOLOX

Pretrained on COCO2017 dataset.

Algorithm Config mAPval
0.5:0.95
APval
50
Download
YOLOX-s yolox_s_8xb16_300e_coco 40.0 58.9 model - log
YOLOX-m yolox_m_8xb16_300e_coco 46.3 64.9 model - log
YOLOX-l yolox_l_8xb8_300e_coco 48.9 67.5 model - log
YOLOX-x yolox_x_8xb8_300e_coco 50.9 69.2 model - log
YOLOX-tiny yolox_tiny_8xb16_300e_coco 31.5 49.2 model - log
YOLOX-nano yolox_nano_8xb16_300e_coco 26.5 42.6 model - log

ViTDet

Algorithm Config bbox_mAPval
0.5:0.95
mask_mAPval
0.5:0.95
Download
ViTDet_MaskRCNN vitdet_maskrcnn 50.57 44.96 model - log

FCOS

Algorithm Config mAPval
0.5:0.95
APval
50
Download
FCOS-r50 fcos-r50 38.58 57.18 model - log

DETR

Algorithm Config bbox_mAPval
0.5:0.95
APval
50
Download
DETR-r50 detr-r50 39.92 60.52 model - log
DAB-DETR-r50 dab-detr-r50 42.52 63.03 model - log