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Models/DINOv2 SALAD

DINOv2 SALAD

Reported on 12 benchmarks across 1 task · 1 paper · 12 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 RecognitiononPittsburgh-250k-test
    Recall@1· 2023-11-27
    95.1
    best: 97 (FoL)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononPittsburgh-250k-test
    Recall@10· 2023-11-27
    99.1
    best: 99.5 (BoQ)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononPittsburgh-250k-test
    Recall@5· 2023-11-27
    98.5
    best: 99.5 (FoL)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononSPED
    Recall@1· 2023-11-27
    92.1
    best: 92.5 (BoQ)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononSPED
    Recall@10· 2023-11-27
    96.5
    best: 98 (FoL-global)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononSPED
    Recall@5· 2023-11-27
    96.2
    best: 96.5 (FoL-global)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononMapillary val
    Recall@1· 2023-11-27
    92.2
    best: 97.6 (QAA-DINOv2-B-8192)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononMapillary val
    Recall@10· 2023-11-27
    97
    best: 97.7 (Pair-VPR-p)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononMapillary val
    Recall@5· 2023-11-27
    96.4
    best: 97.3 (Pair-VPR-p)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononMapillary test
    Recall@1· 2023-11-27
    75
    best: 85.7 (QAA-DINOv2-B-8192)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononMapillary test
    Recall@10· 2023-11-27
    91.3
    best: 93 (FoL)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937
  • Visual Place RecognitiononMapillary test
    Recall@5· 2023-11-27
    88.8
    best: 90.9 (FoL)
    SOTA
    Optimal Transport Aggregation for Visual Place RecognitionarXiv:2311.15937