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/FastViT-MA36

FastViT-MA36

Reported on 26 benchmarks across 8 tasks · 1 paper · 2 SOTA

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

Computer Vision12 results

  • HandonFreiHAND
    PA-F@15mm· 2023-03-24
    0.981
    best: 0.993 (ExtPose)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • HandonFreiHAND
    PA-F@5mm· 2023-03-24
    0.722
    best: 0.825 (WiLoR)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • HandonFreiHAND
    PA-MPJPE· 2023-03-24
    6.6
    best: 15.7 (DetNet)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • HandonFreiHAND
    PA-MPVPE· 2023-03-24
    6.7
    best: 13.2 (Hasson et al.)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • Pose EstimationonFreiHAND
    PA-F@15mm· 2023-03-24
    0.981
    best: 0.993 (ExtPose)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • Pose EstimationonFreiHAND
    PA-F@5mm· 2023-03-24
    0.722
    best: 0.825 (WiLoR)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • Pose EstimationonFreiHAND
    PA-MPJPE· 2023-03-24
    6.6
    best: 15.7 (DetNet)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • Pose EstimationonFreiHAND
    PA-MPVPE· 2023-03-24
    6.7
    best: 13.2 (Hasson et al.)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 3D Hand Pose EstimationonFreiHAND
    PA-F@15mm· 2023-03-24
    0.981
    best: 0.993 (ExtPose)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 3D Hand Pose EstimationonFreiHAND
    PA-F@5mm· 2023-03-24
    0.722
    best: 0.825 (WiLoR)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 3D Hand Pose EstimationonFreiHAND
    PA-MPJPE· 2023-03-24
    6.6
    best: 15.7 (DetNet)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 3D Hand Pose EstimationonFreiHAND
    PA-MPVPE· 2023-03-24
    6.7
    best: 13.2 (Hasson et al.)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189

Audio5 results

  • 10-shot image generationonADE20K
    Mean IoU (class)· 2023-03-24
    44.6
    best: 58.4 (EoMT (DINOv2-L, single-scale, 512x512))
    SOTA
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 1 Image, 2*2 StitchionFreiHAND
    PA-F@15mm· 2023-03-24
    0.981
    best: 0.993 (ExtPose)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 1 Image, 2*2 StitchionFreiHAND
    PA-F@5mm· 2023-03-24
    0.722
    best: 0.825 (WiLoR)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 1 Image, 2*2 StitchionFreiHAND
    PA-MPJPE· 2023-03-24
    6.6
    best: 15.7 (DetNet)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 1 Image, 2*2 StitchionFreiHAND
    PA-MPVPE· 2023-03-24
    6.7
    best: 13.2 (Hasson et al.)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189

Graphs4 results

  • Hand Pose EstimationonFreiHAND
    PA-F@15mm· 2023-03-24
    0.981
    best: 0.993 (ExtPose)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • Hand Pose EstimationonFreiHAND
    PA-F@5mm· 2023-03-24
    0.722
    best: 0.825 (WiLoR)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • Hand Pose EstimationonFreiHAND
    PA-MPJPE· 2023-03-24
    6.6
    best: 15.7 (DetNet)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • Hand Pose EstimationonFreiHAND
    PA-MPVPE· 2023-03-24
    6.7
    best: 13.2 (Hasson et al.)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189

Methodology4 results

  • 3DonFreiHAND
    PA-F@15mm· 2023-03-24
    0.981
    best: 0.993 (ExtPose)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 3DonFreiHAND
    PA-F@5mm· 2023-03-24
    0.722
    best: 0.825 (WiLoR)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 3DonFreiHAND
    PA-MPJPE· 2023-03-24
    6.6
    best: 15.7 (DetNet)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189
  • 3DonFreiHAND
    PA-MPVPE· 2023-03-24
    6.7
    best: 13.2 (Hasson et al.)
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189

Medical1 result

  • Semantic SegmentationonADE20K
    Mean IoU (class)· 2023-03-24
    44.6
    best: 58.4 (EoMT (DINOv2-L, single-scale, 512x512))
    SOTA
    FastViT: A Fast Hybrid Vision Transformer using Structural ReparameterizationarXiv:2303.14189