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/TREG

TREG

Reported on 24 benchmarks across 2 tasks · 1 paper · 10 SOTA

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

Computer Vision24 results

  • Object TrackingonVOT2019
    Accuracy· 2021-04-01
    60.3
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonVOT2019
    Expected Average Overlap (EAO)· 2021-04-01
    0.391
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonUAV123
    Precision· 2021-04-01
    0.884
    best: 0.9337 (NeighborTrack-OSTrack)
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonVOT2018
    Accuracy· 2021-04-01
    61.2
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonVOT2018
    Expected Average Overlap (EAO)· 2021-04-01
    0.496
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonVOT2019
    Accuracy· 2021-04-01
    60.3
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonVOT2019
    Expected Average Overlap (EAO)· 2021-04-01
    0.391
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonUAV123
    Precision· 2021-04-01
    0.884
    best: 0.9337 (NeighborTrack-OSTrack)
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonVOT2018
    Accuracy· 2021-04-01
    61.2
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonVOT2018
    Expected Average Overlap (EAO)· 2021-04-01
    0.496
    SOTA
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonUAV123
    AUC· 2021-04-01
    0.669
    best: 0.739 (LoRAT-g-378)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonGOT-10k
    Average Overlap· 2021-04-01
    66.8
    best: 81.7 (SAMURAI-L)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonGOT-10k
    Success Rate 0.5· 2021-04-01
    77.8
    best: 92.2 (SAMURAI-L)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonGOT-10k
    Success Rate 0.75· 2021-04-01
    57.2
    best: 82.3 (SPMTrack-G)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonTrackingNet
    Accuracy· 2021-04-01
    78.5
    best: 87.9 (MCITrack-L384)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonTrackingNet
    Normalized Precision· 2021-04-01
    83.8
    best: 92.1 (MCITrack-L384)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Object TrackingonTrackingNet
    Precision· 2021-04-01
    75
    best: 89.2 (MCITrack-L384)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonUAV123
    AUC· 2021-04-01
    0.669
    best: 0.739 (LoRAT-g-378)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonGOT-10k
    Average Overlap· 2021-04-01
    66.8
    best: 81.7 (SAMURAI-L)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonGOT-10k
    Success Rate 0.5· 2021-04-01
    77.8
    best: 92.2 (SAMURAI-L)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonGOT-10k
    Success Rate 0.75· 2021-04-01
    57.2
    best: 82.3 (SPMTrack-G)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonTrackingNet
    Accuracy· 2021-04-01
    78.5
    best: 87.9 (MCITrack-L384)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonTrackingNet
    Normalized Precision· 2021-04-01
    83.8
    best: 92.1 (MCITrack-L384)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403
  • Visual Object TrackingonTrackingNet
    Precision· 2021-04-01
    75
    best: 89.2 (MCITrack-L384)
    Target Transformed Regression for Accurate TrackingarXiv:2104.00403