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/16k/COCO minival

16k on COCO minival

Metric: Params (M) (higher is better)

LeaderboardDataset
Loading chart...

Results

Submit a result
#Model↕Params (M)▼AugmentationsPaperDate↕Code
1PE_spatial (DETA)1900YesPerception Encoder: The best visual embeddings a...2025-04-17Code
2Focal-Stable-DINO (Focal-Huge, no TTA)689YesA Strong and Reproducible Object Detector with O...2023-04-25Code
3ViT-CoMer363No--Code
4Co-DETR314YesDETRs with Collaborative Hybrid Assignments Trai...2022-11-22Code
5Co-DETR (Swin-L)218YesDETRs with Collaborative Hybrid Assignments Trai...2022-11-22Code
6DAB-DETR-DC5-R10163NoDAB-DETR: Dynamic Anchor Boxes are Better Querie...2022-01-28Code
7Conditional DETR-DC5-R10163NoConditional DETR for Fast Training Convergence2021-08-13Code
8Conditional DETR-R10163NoConditional DETR for Fast Training Convergence2021-08-13Code
9DAB-DETR-R10163NoDAB-DETR: Dynamic Anchor Boxes are Better Querie...2022-01-28Code
10DN-Deformable-DETR-R50++47NoDN-DETR: Accelerate DETR Training by Introducing...2022-03-02Code
11Conditional DETR-DC5-R5044NoConditional DETR for Fast Training Convergence2021-08-13Code
12Conditional DETR-R5044NoConditional DETR for Fast Training Convergence2021-08-13Code