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Models/BoQ

BoQ

Reported on 35 benchmarks across 1 task · 1 paper · 29 SOTA

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

Computer Vision35 results

  • Visual Place RecognitiononAmsterTime
    Recall@1· 2024-05-12
    63
    best: 70.1 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononAmsterTime
    Recall@10· 2024-05-12
    85.1
    best: 90 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononAmsterTime
    Recall@5· 2024-05-12
    81.6
    best: 91.8 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononNordland
    Recall@1· 2024-05-12
    90.6
    best: 96.7 (QAA-DINOv2-B-8192)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononNordland
    Recall@10· 2024-05-12
    97.5
    best: 98 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononSan Francisco Landmark Dataset
    Recall@1· 2024-05-12
    93.6
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononSan Francisco Landmark Dataset
    Recall@10· 2024-05-12
    96.5
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononSan Francisco Landmark Dataset
    Recall@5· 2024-05-12
    95.8
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononSt Lucia
    Recall@10· 2024-05-12
    100
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononPittsburgh-250k-test
    Recall@1· 2024-05-12
    96.6
    best: 97 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononPittsburgh-250k-test
    Recall@10· 2024-05-12
    99.5
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononSPED
    Recall@1· 2024-05-12
    92.5
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononSPED
    Recall@10· 2024-05-12
    96.7
    best: 98 (FoL-global)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononPittsburgh-30k-test
    Recall@1· 2024-05-12
    93.7
    best: 95.4 (Pair-VPR-p)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononPittsburgh-30k-test
    Recall@10· 2024-05-12
    97.9
    best: 98.2 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononTokyo247
    Recall@1· 2024-05-12
    98.1
    best: 100 (Pair-VPR-p)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononTokyo247
    Recall@10· 2024-05-12
    98.7
    best: 100 (Pair-VPR-p)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononTokyo247
    Recall@5· 2024-05-12
    98.1
    best: 100 (Pair-VPR-p)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononMapillary val
    Recall@1· 2024-05-12
    93.8
    best: 97.6 (QAA-DINOv2-B-8192)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononMapillary val
    Recall@5· 2024-05-12
    96.8
    best: 97.3 (Pair-VPR-p)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononMapillary test
    Recall@1· 2024-05-12
    79
    best: 85.7 (QAA-DINOv2-B-8192)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononMapillary test
    Recall@10· 2024-05-12
    92
    best: 93 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononMapillary test
    Recall@5· 2024-05-12
    90.3
    best: 90.9 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononEynsham
    Recall@1· 2024-05-12
    92.2
    best: 92.9 (QAA-DINOv2-B-8192)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononEynsham
    Recall@10· 2024-05-12
    96.4
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononEynsham
    Recall@5· 2024-05-12
    95.6
    best: 96.6 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononNordland* (2760 queries)
    Recall@1· 2024-05-12
    81.3
    best: 91.8 (QAA-DINOv2-B-8192)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononNordland* (2760 queries)
    Recall@10· 2024-05-12
    94.8
    best: 96.5 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononNordland* (2760 queries)
    Recall@5· 2024-05-12
    92.5
    best: 94.6 (FoL)
    SOTA
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononNordland
    Recall@5· 2024-05-12
    96
    best: 98.6 (EffoVPR)
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononSt Lucia
    Recall@5· 2024-05-12
    100
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononPittsburgh-250k-test
    Recall@5· 2024-05-12
    99.1
    best: 99.5 (FoL)
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononSPED
    Recall@5· 2024-05-12
    95.9
    best: 96.5 (FoL-global)
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononPittsburgh-30k-test
    Recall@5· 2024-05-12
    97.1
    best: 98.3 (ProGEO)
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364
  • Visual Place RecognitiononMapillary val
    Recall@10· 2024-05-12
    97
    best: 97.7 (Pair-VPR-p)
    BoQ: A Place is Worth a Bag of Learnable QueriesarXiv:2405.07364