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.

Models/FasterRCNN (trained on StyleCOCO)

FasterRCNN (trained on StyleCOCO)

Reported on 15 benchmarks across 5 tasks · 1 paper · 15 SOTA

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Methodology12 results

  • 3DonPeopleArt
    mAP· 2021-02-12
    36
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 3DonPeopleArt
    mAP@0.5· 2021-02-12
    68
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 3DonPeopleArt
    mAP@0.75· 2021-02-12
    33
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 2D ClassificationonPeopleArt
    mAP· 2021-02-12
    36
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 2D ClassificationonPeopleArt
    mAP@0.5· 2021-02-12
    68
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 2D ClassificationonPeopleArt
    mAP@0.75· 2021-02-12
    33
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 2D Object DetectiononPeopleArt
    mAP· 2021-02-12
    36
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 2D Object DetectiononPeopleArt
    mAP@0.5· 2021-02-12
    68
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 2D Object DetectiononPeopleArt
    mAP@0.75· 2021-02-12
    33
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 16konPeopleArt
    mAP· 2021-02-12
    36
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 16konPeopleArt
    mAP@0.5· 2021-02-12
    68
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • 16konPeopleArt
    mAP@0.75· 2021-02-12
    33
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529

Computer Vision3 results

  • Object DetectiononPeopleArt
    mAP· 2021-02-12
    36
    best: 49.7 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • Object DetectiononPeopleArt
    mAP@0.5· 2021-02-12
    68
    best: 80.5 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529
  • Object DetectiononPeopleArt
    mAP@0.75· 2021-02-12
    33
    best: 51.8 (PVT (Pyramid Vision Transformer; trained on PeopleArt and PopArt))
    SOTA
    Improving Object Detection in Art Images Using Only Style TransferarXiv:2102.06529