D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement

Yansong Peng, Hebei Li, Peixi Wu, Yueyi Zhang, Xiaoyan Sun +1 more
2/12/2026

No official code found. Best implementation: Peterande/D-FINE (3,128 stars, Apache-2.0, last commit 2026-04-06). 3 more below.

Semantic Scholar

Code Implementations(4)

Peterande/D-FINECommunity75%
Apache-2.0

D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]

3,128297C++, CMakeAug 12, 20246 months agoApache-2.0
d-finedetrobject-detection
veritone/D-FINECommunity69%
Apache-2.0

D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]

00C++, CMakeMar 14, 20251 years agoApache-2.0
Cobbson12gh/D-FINECommunity62%
Apache-2.0

D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement [ICLR 2025 Spotlight]

20C++, CMakeMay 11, 20255 months agoApache-2.0
ballooncnncolabcolab-notebookcolaboratory+9 more
fmtlibfmt/dfineCommunity60%
MIT

D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement 💥💥💥

00PythonJan 20, 20268 months agoMIT

Cite this paper

@article{peng2026dfine,
  title  = {D-FINE: Redefine Regression Task of DETRs as Fine-grained Distribution Refinement},
  author = {Yansong Peng and Hebei Li and Peixi Wu and Yueyi Zhang and Xiaoyan Sun and Feng Wu},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:f381eec7fb398d0b7b89f3f0c5a62d7facbb765f},
  journal = {ICLR 2025 2025}
}

Discussion