2D Object Detection on CeyMo

Metric: mAP (higher is better)

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#	Model↕	mAP▼	Augmentations	Paper	Date↕	Code
1	TransMind	70.7	No	Open-TransMind: A New Baseline and Benchmark for...	2023-04-12	Code
2	YOLOv7	69.5	No	YOLOv7: Trainable bag-of-freebies sets new state...	2022-07-06	Code
3	TOOD	65.6	No	TOOD: Task-aligned One-stage Object Detection	2021-08-17	Code
4	YOLOX	57.7	No	YOLOX: Exceeding YOLO Series in 2021	2021-07-18	Code
5	Sparse R-CNN	47.3	No	Sparse R-CNN: End-to-End Object Detection with L...	2020-11-25	Code

#1TransMindSOTA
70.7
mAP· 2023-04-12
Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation Code
#2YOLOv7SOTA
69.5
mAP· 2022-07-06
YOLOv7: Trainable bag-of-freebies sets new state-of-the-art for real-time object detectors Code
#3TOODSOTA
65.6
mAP· 2021-08-17
TOOD: Task-aligned One-stage Object Detection Code
#4YOLOXSOTA
57.7
mAP· 2021-07-18
YOLOX: Exceeding YOLO Series in 2021 Code
#5Sparse R-CNNSOTA
47.3
mAP· 2020-11-25
Sparse R-CNN: End-to-End Object Detection with Learnable Proposals Code