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Models/QAA-DINOv2-B-8192

QAA-DINOv2-B-8192

Reported on 17 benchmarks across 1 task · 1 paper · 8 SOTA

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

Computer Vision17 results

  • Visual Place RecognitiononNordland
    Recall@1· uses extra data· 2025-07-04
    96.7
    SOTA
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononSF-XL test v2
    Recall@1· uses extra data· 2025-07-04
    94.6
    SOTA
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononMapillary val
    Recall@1· uses extra data· 2025-07-04
    97.6
    SOTA
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononSVOX-Rain
    Recall@1· uses extra data· 2025-07-04
    98.4
    SOTA
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononMapillary test
    Recall@1· uses extra data· 2025-07-04
    85.7
    SOTA
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononEynsham
    Recall@1· uses extra data· 2025-07-04
    92.9
    SOTA
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononSVOX-Overcast
    Recall@1· uses extra data· 2025-07-04
    98.4
    SOTA
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononNordland* (2760 queries)
    Recall@1· uses extra data· 2025-07-04
    91.8
    SOTA
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononSVOX-Snow
    Recall@1· uses extra data· 2025-07-04
    99.1
    best: 99.3 (FoL)
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononAmsterTime
    Recall@1· uses extra data· 2025-07-04
    63.7
    best: 70.1 (FoL)
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononSF-XL test v1
    Recall@1· uses extra data· 2025-07-04
    94.4
    best: 95.5 (EffoVPR)
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononSVOX-Night
    Recall@1· uses extra data· 2025-07-04
    97.2
    best: 98.8 (FoL)
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononPittsburgh-250k-test
    Recall@1· uses extra data· 2025-07-04
    96.6
    best: 97 (FoL)
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononSPED
    Recall@1· uses extra data· 2025-07-04
    91.8
    best: 92.5 (BoQ)
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononPittsburgh-30k-test
    Recall@1· uses extra data· 2025-07-04
    94.4
    best: 95.4 (Pair-VPR-p)
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononTokyo247
    Recall@1· uses extra data· 2025-07-04
    98.4
    best: 100 (Pair-VPR-p)
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831
  • Visual Place RecognitiononSVOX-Sun
    Recall@1· uses extra data· 2025-07-04
    97.3
    best: 98.8 (FoL)
    Query-Based Adaptive Aggregation for Multi-Dataset Joint Training Toward Universal Visual Place RecognitionarXiv:2507.03831