TasksSotADatasetsPapersMethodsSubmitAbout
Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable BenchmarksAll SotADatasetsPapersMethods

Community

Submit ResultsAbout

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Methodology/3D/COCO 2017 val

3D on COCO 2017 val

Metric: APM (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#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