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Models/MixVPR

MixVPR

Reported on 27 benchmarks across 1 task · 1 paper · 18 SOTA

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

Computer Vision27 results

  • Visual Place RecognitiononNordland
    Recall@1· 2023-03-03
    76
    best: 96.7 (QAA-DINOv2-B-8192)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononNordland
    Recall@5· 2023-03-03
    89.2
    best: 98.6 (EffoVPR)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononSt Lucia
    Recall@1· 2023-03-03
    99.66
    best: 100 (EffoVPR)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononPittsburgh-250k-test
    Recall@1· 2023-03-03
    94.6
    best: 97 (FoL)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononPittsburgh-250k-test
    Recall@10· 2023-03-03
    99
    best: 99.5 (BoQ)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononPittsburgh-250k-test
    Recall@5· 2023-03-03
    98.3
    best: 99.5 (FoL)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononGardens Point
    Recall@1· 2023-03-03
    91.5
    best: 95.5 (AnyLoc-VLAD-DINOv2)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononSPED
    Recall@1· 2023-03-03
    85.2
    best: 92.5 (BoQ)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononSPED
    Recall@10· 2023-03-03
    94.6
    best: 98 (FoL-global)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononSPED
    Recall@5· 2023-03-03
    92.1
    best: 96.5 (FoL-global)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononPittsburgh-30k-test
    Recall@1· 2023-03-03
    91.52
    best: 95.4 (Pair-VPR-p)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononPittsburgh-30k-test
    Recall@5· 2023-03-03
    95.9
    best: 98.3 (ProGEO)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononMapillary val
    Recall@1· 2023-03-03
    88.2
    best: 97.6 (QAA-DINOv2-B-8192)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononMapillary val
    Recall@10· 2023-03-03
    94.3
    best: 97.7 (Pair-VPR-p)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononMapillary val
    Recall@5· 2023-03-03
    93.1
    best: 97.3 (Pair-VPR-p)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononMapillary test
    Recall@1· 2023-03-03
    64
    best: 85.7 (QAA-DINOv2-B-8192)
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place Recognitionon17 Places
    Recall@1· 2023-03-03
    63.79
    best: 95.3 (SegVLAD-FineT (M))
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononBaidu Mall
    Recall@1· 2023-03-03
    64.44
    best: 80.4 (SegVLAD-PreT (M))
    SOTA
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononNardo-Air R
    Recall@1· 2023-03-03
    76.06
    best: 94.37 (AnyLoc-VLAD-DINO)
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononOxford RobotCar Dataset
    Recall@1· 2023-03-03
    90.05
    best: 98.95 (AnyLoc-VLAD-DINOv2)
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononNardo-Air
    Recall@1· 2023-03-03
    32.39
    best: 76.06 (AnyLoc-VLAD-DINOv2)
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononMid-Atlantic Ridge
    Recall@1· 2023-03-03
    25.74
    best: 34.65 (AnyLoc-VLAD-DINOv2)
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononHawkins
    Recall@1· 2023-03-03
    25.42
    best: 65.25 (AnyLoc-VLAD-DINOv2)
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononLaurel Caverns
    Recall@1· 2023-03-03
    29.46
    best: 61.61 (AnyLoc-VLAD-DINOv2)
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononVP-Air
    Recall@1· 2023-03-03
    10.31
    best: 66.74 (AnyLoc-VLAD-DINOv2)
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononMapillary test
    Recall@10· 2023-03-03
    80.6
    best: 93 (FoL)
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190
  • Visual Place RecognitiononMapillary test
    Recall@5· 2023-03-03
    75.9
    best: 90.9 (FoL)
    MixVPR: Feature Mixing for Visual Place RecognitionarXiv:2303.02190