16k on COCO 2017 val

Metric: APS (higher is better)

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#	Model↕	APS▼	Augmentations	Paper	Date↕	Code
1	Mr. DETR (Swin-L, 1x, 5cale)	47.7	Yes	Mr. DETR: Instructive Multi-Route Training for D...	2024-12-13	Code
2	MI-DETR (Swin-L 1x)	42.5	No	MI-DETR: An Object Detection Model with Multi-ti...	2025-03-03	Code
3	Relation-DETR (Swin-L 2x)	41.8	No	Relation DETR: Exploring Explicit Position Relat...	2024-07-16	Code
4	Relation-DETR (Swin-L 1x)	41.2	No	Relation DETR: Exploring Explicit Position Relat...	2024-07-16	Code
5	Salience-DETR (Focal-L 1x)	40.9	No	Salience DETR: Enhancing Detection Transformer w...	2024-03-24	Code
6	Mr. DETR (Swin-L, 1x, 4scale)	40.8	No	Mr. DETR: Instructive Multi-Route Training for D...	2024-12-13	Code
7	Salience-DETR (Swin-L 1x)	40.2	No	Salience DETR: Enhancing Detection Transformer w...	2024-03-24	Code
8	Relation-DETR (ResNet50 2x)	36.1	No	Relation DETR: Exploring Explicit Position Relat...	2024-07-16	Code
9	Relation-DETR (ResNet50 1x)	36.1	No	Relation DETR: Exploring Explicit Position Relat...	2024-07-16	Code
10	Salience-DETR (ResNet50 1x)	33.3	No	Salience DETR: Enhancing Detection Transformer w...	2024-03-24	Code
11	ViDT Swin-base	30.6	No	ViDT: An Efficient and Effective Fully Transform...	2021-10-08	Code
12	ViDT Swin-small	29.2	No	ViDT: An Efficient and Effective Fully Transform...	2021-10-08	Code
13	ViDT Swin-tiny	25.9	No	ViDT: An Efficient and Effective Fully Transform...	2021-10-08	Code
14	ViDT Swin-nano	23.2	No	ViDT: An Efficient and Effective Fully Transform...	2021-10-08	Code

#1Mr. DETR (Swin-L, 1x, 5cale)SOTA
47.7
APS· Augmentations· 2024-12-13
Mr. DETR: Instructive Multi-Route Training for Detection Transformers Code
#2MI-DETR (Swin-L 1x)
42.5
APS· 2025-03-03
MI-DETR: An Object Detection Model with Multi-time Inquiries Mechanism Code
#3Relation-DETR (Swin-L 2x)SOTA
41.8
APS· 2024-07-16
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection Code
#4Relation-DETR (Swin-L 1x)
41.2
APS· 2024-07-16
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection Code
#5Salience-DETR (Focal-L 1x)SOTA
40.9
APS· 2024-03-24
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement Code
#6Mr. DETR (Swin-L, 1x, 4scale)
40.8
APS· 2024-12-13
Mr. DETR: Instructive Multi-Route Training for Detection Transformers Code
#7Salience-DETR (Swin-L 1x)
40.2
APS· 2024-03-24
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement Code
#8Relation-DETR (ResNet50 2x)
36.1
APS· 2024-07-16
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection Code
#9Relation-DETR (ResNet50 1x)
36.1
APS· 2024-07-16
Relation DETR: Exploring Explicit Position Relation Prior for Object Detection Code
#10Salience-DETR (ResNet50 1x)
33.3
APS· 2024-03-24
Salience DETR: Enhancing Detection Transformer with Hierarchical Salience Filtering Refinement Code
#11ViDT Swin-baseSOTA
30.6
APS· 2021-10-08
ViDT: An Efficient and Effective Fully Transformer-based Object Detector Code
#12ViDT Swin-small
29.2
APS· 2021-10-08
ViDT: An Efficient and Effective Fully Transformer-based Object Detector Code
#13ViDT Swin-tiny
25.9
APS· 2021-10-08
ViDT: An Efficient and Effective Fully Transformer-based Object Detector Code
#14ViDT Swin-nano
23.2
APS· 2021-10-08
ViDT: An Efficient and Effective Fully Transformer-based Object Detector Code