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SotA/Methodology/16k/COCO 2017 val

16k on COCO 2017 val

Metric: APM (higher is better)

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#Model↕APM▼AugmentationsPaperDate↕Code
1Mr. DETR (Swin-L, 1x, 5cale)65.6YesMr. DETR: Instructive Multi-Route Training for D...2024-12-13Code
2Relation-DETR (Swin-L 2x)63NoRelation DETR: Exploring Explicit Position Relat...2024-07-16Code
3Mr. DETR (Swin-L, 1x, 4scale)62.8NoMr. DETR: Instructive Multi-Route Training for D...2024-12-13Code
4MI-DETR (Swin-L 1x)62.8NoMI-DETR: An Object Detection Model with Multi-ti...2025-03-03Code
5Relation-DETR (Swin-L 1x)62.1NoRelation DETR: Exploring Explicit Position Relat...2024-07-16Code
6Salience-DETR (Focal-L 1x)61.8NoSalience DETR: Enhancing Detection Transformer w...2024-03-24Code
7Salience-DETR (Swin-L 1x)61.2NoSalience DETR: Enhancing Detection Transformer w...2024-03-24Code
8Relation-DETR (ResNet50 2x)56NoRelation DETR: Exploring Explicit Position Relat...2024-07-16Code
9Relation-DETR (ResNet50 1x)55.6NoRelation DETR: Exploring Explicit Position Relat...2024-07-16Code
10Salience-DETR (ResNet50 1x)54.4NoSalience DETR: Enhancing Detection Transformer w...2024-03-24Code
11ViDT Swin-base52.6NoViDT: An Efficient and Effective Fully Transform...2021-10-08Code
12ViDT Swin-small50.7NoViDT: An Efficient and Effective Fully Transform...2021-10-08Code
13ViDT Swin-tiny47.6NoViDT: An Efficient and Effective Fully Transform...2021-10-08Code
14ViDT Swin-nano42.5NoViDT: An Efficient and Effective Fully Transform...2021-10-08Code