Omnicount

Reported on 4 benchmarks across 1 task · 1 paper · 5 SOTA

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

Computer Vision5 results

Object CountingonPascal VOC 2007 count-test
mRMSE· 2024-03-08
0.0023
SOTA
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors arXiv:2403.05435
Object CountingonPascal VOC 2007 count-test
mRMSE-nz· 2024-03-08
0.009
SOTA
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors arXiv:2403.05435
Object CountingonOmnicount-191
mRMSE· 2024-03-08
0.0023
SOTA
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors arXiv:2403.05435
Object CountingonFSC147
MAE· 2024-03-08
18.63
SOTA
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors arXiv:2403.05435
Object CountingonOmnicount-191
mRMSE· 2024-03-08
0.7
best: 0.0023
SOTA
OmniCount: Multi-label Object Counting with Semantic-Geometric Priors arXiv:2403.05435