SimPLR: A Simple and Plain Transformer for Efficient Object Detection and Segmentation

Benchmark Model Rank Results
object-detection-on-coco-val2017SimPLR (ViT-H, MAE IN-1K pre-training, 1024px)#30box AP: 59.8APS: 42.2APM: 63.8APL: 74.9
object-detection-on-coco-val2017SimPLR (ViT-L, BEiTv2 IN-21K pre-training, 1024px)#38box AP: 58.7APS: 40.4APM: 63.2APL: 74.8
object-detection-on-coco-val2017SimPLR (ViT-L, MAE IN-1K pre-training, 1024px)#41box AP: 58.5APS: 42.2APM: 62.5APL: 73.4