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COCO 2017 val
3D on COCO 2017 val
Metric: AP75 (higher is better)
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#
Model
↕
AP75
▼
Augmentations
Paper
Date
↕
Code
1
Mr. DETR (Swin-L, 1x, 5cale)
67.6
Yes
Mr. DETR: Instructive Multi-Route Training for D...
2024-12-13
Code
2
Mr. DETR (Swin-L, 1x, 4scale)
63.9
No
Mr. DETR: Instructive Multi-Route Training for D...
2024-12-13
Code
3
Relation-DETR (Swin-L 2x)
63.5
No
Relation DETR: Exploring Explicit Position Relat...
2024-07-16
Code
4
MI-DETR (Swin-L 1x)
63.4
No
MI-DETR: An Object Detection Model with Multi-ti...
2025-03-03
Code
5
Relation-DETR (Swin-L 1x)
62.9
No
Relation DETR: Exploring Explicit Position Relat...
2024-07-16
Code
6
Salience-DETR (Focal-L 1x)
62.3
No
Salience DETR: Enhancing Detection Transformer w...
2024-03-24
Code
7
Salience-DETR (Swin-L 1x)
61.5
No
Salience DETR: Enhancing Detection Transformer w...
2024-03-24
Code
8
Relation-DETR (ResNet50 2x)
56.6
No
Relation DETR: Exploring Explicit Position Relat...
2024-07-16
Code
9
Relation-DETR (ResNet50 1x)
56.3
No
Relation DETR: Exploring Explicit Position Relat...
2024-07-16
Code
10
DyHead (Swin-T, multi scale)
54.3
No
Dynamic Head: Unifying Object Detection Heads wi...
2021-06-15
Code
11
Salience-DETR (ResNet50 1x)
54.2
No
Salience DETR: Enhancing Detection Transformer w...
2024-03-24
Code
12
ViDT Swin-base
53.1
No
ViDT: An Efficient and Effective Fully Transform...
2021-10-08
Code
13
ViDT Swin-small
51.4
No
ViDT: An Efficient and Effective Fully Transform...
2021-10-08
Code
14
ViDT Swin-tiny
48.7
No
ViDT: An Efficient and Effective Fully Transform...
2021-10-08
Code
15
ViDT Swin-nano
43.3
No
ViDT: An Efficient and Effective Fully Transform...
2021-10-08
Code