TinyFormer: Preserving Tiny Objects in YOLO-DETR Hybrid Real-time Detectors

Benchmark Model Rank Results
real-time-object-detection-on-coco-val2017TinyFormer-XL-PBM (Objects365 pre-training)#1box AP: 62.5FPS (batch 1, GPU in brackets): 126 (RTX 3090)
real-time-object-detection-on-coco-val2017TinyFormer-XL-PBM#2box AP: 60.6FPS (batch 1, GPU in brackets): 126 (RTX 3090)
real-time-object-detection-on-coco-val2017TinyFormer-X#5box AP: 58.4FPS (batch 1, GPU in brackets): 216 (RTX 3090)
real-time-object-detection-on-coco-val2017TinyFormer-L#12box AP: 56.5FPS (batch 1, GPU in brackets): 282 (RTX 3090)
real-time-object-detection-on-coco-val2017TinyFormer-M#36box AP: 53.5FPS (batch 1, GPU in brackets): 328 (RTX 3090)
real-time-object-detection-on-coco-val2017TinyFormer-S#69box AP: 51.3FPS (batch 1, GPU in brackets): 429 (RTX 3090)