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Results on aachen #412

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ParalYAO opened this issue Jul 25, 2024 · 0 comments
Open

Results on aachen #412

ParalYAO opened this issue Jul 25, 2024 · 0 comments

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@ParalYAO
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When I ran the aachen pipeline with SP+SG configuration, I got the results close to the SP+SG baseline (88.6 / 95.3 / 98.7 86.7 / 92.9 / 100.0). But when I ran with SP+NN configuration, the results were far below the baseline. These changes are made:

  • NetVLAD retrieval top-30
  • NN with mutual check, distance threshold 0.7
  • covisibility clustering = True

When I run the NetVLAD by myself, the results are 85.7 / 93.1 / 97.1 66.3 / 81.6 / 93.9.
When I use the loc_pairs provided in pairs/aachen, the results are 86.5 / 93.4 / 97.2 70.4 / 84.7 / 92.9.
Are such performance differences within an acceptable range? Did I misconfigure something or miss something? Thanks!

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