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Models/EffoVPR

EffoVPR

Reported on 23 benchmarks across 1 task · 1 paper · 13 SOTA

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

Computer Vision23 results

  • Visual Place RecognitiononAmsterTime
    Recall@1· 2024-05-28
    65.5
    best: 70.1 (FoL)
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononNordland
    Recall@1· 2024-05-28
    95
    best: 96.7 (QAA-DINOv2-B-8192)
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononNordland
    Recall@5· 2024-05-28
    98.6
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononSF-XL test v1
    Recall@1· 2024-05-28
    95.5
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononSF-XL test v1
    Recall@10· 2024-05-28
    98.1
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononPittsburgh-30k-test
    Recall@1· 2024-05-28
    93.9
    best: 95.4 (Pair-VPR-p)
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononTokyo247
    Recall@1· 2024-05-28
    98.7
    best: 100 (Pair-VPR-p)
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononTokyo247
    Recall@5· 2024-05-28
    98.7
    best: 100 (Pair-VPR-p)
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononSF-XL test v2
    Recall@1· 2024-05-28
    94.5
    best: 94.6 (QAA-DINOv2-B-8192)
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononSF-XL test v2
    Recall@10· 2024-05-28
    97.8
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononSF-XL test v2
    Recall@5· 2024-05-28
    98.2
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononMapillary val
    Recall@10· 2024-05-28
    97.4
    best: 97.7 (Pair-VPR-p)
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononMapillary val
    Recall@5· 2024-05-28
    97.2
    best: 97.3 (Pair-VPR-p)
    SOTA
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononSan Francisco Landmark Dataset
    Recall@1· 2024-05-28
    93
    best: 93.6 (BoQ)
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononSt Lucia
    Recall@1· 2024-05-28
    100
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononSt Lucia
    Recall@5· 2024-05-28
    100
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononPittsburgh-30k-test
    Recall@5· 2024-05-28
    97.4
    best: 98.3 (ProGEO)
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononTokyo247
    Recall@10· 2024-05-28
    98.7
    best: 100 (Pair-VPR-p)
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononMapillary val
    Recall@1· 2024-05-28
    92.8
    best: 97.6 (QAA-DINOv2-B-8192)
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononMapillary test
    Recall@1· 2024-05-28
    79
    best: 85.7 (QAA-DINOv2-B-8192)
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononMapillary test
    Recall@10· 2024-05-28
    91.6
    best: 93 (FoL)
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononMapillary test
    Recall@5· 2024-05-28
    89
    best: 90.9 (FoL)
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065
  • Visual Place RecognitiononEynsham
    Recall@1· 2024-05-28
    91
    best: 92.9 (QAA-DINOv2-B-8192)
    EffoVPR: Effective Foundation Model Utilization for Visual Place RecognitionarXiv:2405.18065