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Models/AnyLoc-VLAD-DINOv2

AnyLoc-VLAD-DINOv2

Reported on 12 benchmarks across 1 task · 1 paper · 9 SOTA

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

Computer Vision12 results

  • Visual Place RecognitiononOxford RobotCar Dataset
    Recall@1· 2023-08-01
    98.95
    SOTA
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononNardo-Air
    Recall@1· 2023-08-01
    76.06
    SOTA
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononMid-Atlantic Ridge
    Recall@1· 2023-08-01
    34.65
    SOTA
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononHawkins
    Recall@1· 2023-08-01
    65.25
    SOTA
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononLaurel Caverns
    Recall@1· 2023-08-01
    61.61
    SOTA
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononGardens Point
    Recall@1· 2023-08-01
    95.5
    SOTA
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononVP-Air
    Recall@1· 2023-08-01
    66.74
    SOTA
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place Recognitionon17 Places
    Recall@1· 2023-08-01
    65.02
    best: 95.3 (SegVLAD-FineT (M))
    SOTA
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononBaidu Mall
    Recall@1· 2023-08-01
    75.22
    best: 80.4 (SegVLAD-PreT (M))
    SOTA
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononNardo-Air R
    Recall@1· 2023-08-01
    85.92
    best: 94.37 (AnyLoc-VLAD-DINO)
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononSt Lucia
    Recall@1· 2023-08-01
    96.17
    best: 100 (EffoVPR)
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688
  • Visual Place RecognitiononPittsburgh-30k-test
    Recall@1· 2023-08-01
    87.66
    best: 95.4 (Pair-VPR-p)
    AnyLoc: Towards Universal Visual Place RecognitionarXiv:2308.00688