16k on COCO minival

Metric: Params (M) (higher is better)

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#	Model↕	Params (M)▼	Augmentations	Paper	Date↕	Code
1	PE_spatial (DETA)	1900	Yes	Perception Encoder: The best visual embeddings a...	2025-04-17	Code
2	Focal-Stable-DINO (Focal-Huge, no TTA)	689	Yes	A Strong and Reproducible Object Detector with O...	2023-04-25	Code
3	ViT-CoMer	363	No	-	-	Code
4	Co-DETR	314	Yes	DETRs with Collaborative Hybrid Assignments Trai...	2022-11-22	Code
5	Co-DETR (Swin-L)	218	Yes	DETRs with Collaborative Hybrid Assignments Trai...	2022-11-22	Code
6	DAB-DETR-DC5-R101	63	No	DAB-DETR: Dynamic Anchor Boxes are Better Querie...	2022-01-28	Code
7	Conditional DETR-DC5-R101	63	No	Conditional DETR for Fast Training Convergence	2021-08-13	Code
8	Conditional DETR-R101	63	No	Conditional DETR for Fast Training Convergence	2021-08-13	Code
9	DAB-DETR-R101	63	No	DAB-DETR: Dynamic Anchor Boxes are Better Querie...	2022-01-28	Code
10	DN-Deformable-DETR-R50++	47	No	DN-DETR: Accelerate DETR Training by Introducing...	2022-03-02	Code
11	Conditional DETR-DC5-R50	44	No	Conditional DETR for Fast Training Convergence	2021-08-13	Code
12	Conditional DETR-R50	44	No	Conditional DETR for Fast Training Convergence	2021-08-13	Code

#1PE_spatial (DETA)SOTA
1900
Params (M)· Augmentations· 2025-04-17
Perception Encoder: The best visual embeddings are not at the output of the network Code
#2Focal-Stable-DINO (Focal-Huge, no TTA)SOTA
689
Params (M)· Augmentations· 2023-04-25
A Strong and Reproducible Object Detector with Only Public Datasets Code
#3ViT-CoMer
363
Params (M)
No paperCode
#4Co-DETRSOTA
314
Params (M)· Augmentations· 2022-11-22
DETRs with Collaborative Hybrid Assignments Training Code
#5Co-DETR (Swin-L)
218
Params (M)· Augmentations· 2022-11-22
DETRs with Collaborative Hybrid Assignments Training Code
#6DAB-DETR-DC5-R101
63
Params (M)· 2022-01-28
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Code
#7Conditional DETR-DC5-R101SOTA
63
Params (M)· 2021-08-13
Conditional DETR for Fast Training Convergence Code
#8Conditional DETR-R101
63
Params (M)· 2021-08-13
Conditional DETR for Fast Training Convergence Code
#9DAB-DETR-R101
63
Params (M)· 2022-01-28
DAB-DETR: Dynamic Anchor Boxes are Better Queries for DETR Code
#10DN-Deformable-DETR-R50++
47
Params (M)· 2022-03-02
DN-DETR: Accelerate DETR Training by Introducing Query DeNoising Code
#11Conditional DETR-DC5-R50
44
Params (M)· 2021-08-13
Conditional DETR for Fast Training Convergence Code
#12Conditional DETR-R50
44
Params (M)· 2021-08-13
Conditional DETR for Fast Training Convergence Code