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Models/MeMOTR

MeMOTR

Reported on 30 benchmarks across 4 tasks · 1 paper

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

Computer Vision35 results

  • VideoonSportsMOT
    AssA· 2023-07-28
    59.1
    best: 74.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • VideoonSportsMOT
    DetA· 2023-07-28
    83.1
    best: 89.4 (AED)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • VideoonSportsMOT
    HOTA· 2023-07-28
    70
    best: 81 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • VideoonSportsMOT
    IDF1· 2023-07-28
    71.4
    best: 86.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • VideoonSportsMOT
    MOTA· 2023-07-28
    91.5
    best: 97.1 (AED)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonDanceTrack
    AssA· 2023-07-28
    58.4
    best: 72.3 (SAM2MOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonDanceTrack
    DetA· 2023-07-28
    80.5
    best: 84.14 (MT_IOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonDanceTrack
    HOTA· 2023-07-28
    68.5
    best: 75.9 (SAM2MOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonDanceTrack
    IDF1· 2023-07-28
    71.2
    best: 84.4 (SAM2MOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonDanceTrack
    MOTA· 2023-07-28
    89.9
    best: 93.97 (MT_IOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonSportsMOT
    AssA· 2023-07-28
    59.1
    best: 74.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonSportsMOT
    DetA· 2023-07-28
    83.1
    best: 89.4 (HAT-FastReID-MOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonSportsMOT
    HOTA· 2023-07-28
    70
    best: 81 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonSportsMOT
    IDF1· 2023-07-28
    71.4
    best: 86.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multi-Object TrackingonSportsMOT
    MOTA· 2023-07-28
    91.5
    best: 97.1 (AED)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonDanceTrack
    AssA· 2023-07-28
    58.4
    best: 72.3 (SAM2MOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonDanceTrack
    DetA· 2023-07-28
    80.5
    best: 84.14 (MT_IOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonDanceTrack
    HOTA· 2023-07-28
    68.5
    best: 75.9 (SAM2MOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonDanceTrack
    IDF1· 2023-07-28
    71.2
    best: 84.4 (SAM2MOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonDanceTrack
    MOTA· 2023-07-28
    89.9
    best: 93.97 (MT_IOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    AssA· 2023-07-28
    59.1
    best: 74.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    DetA· 2023-07-28
    83.1
    best: 89.4 (HAT-FastReID-MOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    HOTA· 2023-07-28
    70
    best: 81 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    IDF1· 2023-07-28
    71.4
    best: 86.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    MOTA· 2023-07-28
    91.5
    best: 97.1 (AED)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    AssA· 2023-07-28
    59.1
    best: 74.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    DetA· 2023-07-28
    83.1
    best: 89.4 (HAT-FastReID-MOT)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    HOTA· 2023-07-28
    70
    best: 81 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    IDF1· 2023-07-28
    71.4
    best: 86.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Object TrackingonSportsMOT
    MOTA· 2023-07-28
    91.5
    best: 97.1 (AED)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multiple Object TrackingonSportsMOT
    AssA· 2023-07-28
    59.1
    best: 74.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multiple Object TrackingonSportsMOT
    DetA· 2023-07-28
    83.1
    best: 89.4 (AED)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multiple Object TrackingonSportsMOT
    HOTA· 2023-07-28
    70
    best: 81 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multiple Object TrackingonSportsMOT
    IDF1· 2023-07-28
    71.4
    best: 86.5 (DeepEIoU + GTA)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700
  • Multiple Object TrackingonSportsMOT
    MOTA· 2023-07-28
    91.5
    best: 97.1 (AED)
    MeMOTR: Long-Term Memory-Augmented Transformer for Multi-Object TrackingarXiv:2307.15700