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ResearchFormerly WizWand

Counting

Benchmarks

DatasetSOTA methodMetricTrendResultsLast updated

76.12Accuracy

3

Mar 20, 2026

69.4Score

3

Feb 26, 2026

73.8Counting Score

3

Feb 26, 2026

Aerial Counting

57Aerial Counting Score

3

Feb 26, 2026

VisDrone-DET 10-category Count Range 101-1000 (test)

7.03Macro MAE

2

Apr 16, 2026

VisDrone-DET 10-category Count Range 51-100 (test)

2.68Macro MAE

2

Apr 16, 2026

VisDrone-DET 10-category Count Range 11-50 (test)

1.26Macro MAE

2

Apr 16, 2026

VisDrone-DET 10-category Count Range 0-10 (test)

0.52Macro MAE

2

Apr 16, 2026

VisDrone-DET 10-category Count Range 0-1000 (test)

1.99Macro MAE

2

Apr 16, 2026

57.5Accuracy

2

Feb 26, 2026

77.42Preference Rate (Visual Quality & Text Alignment) - Ours

1

Mar 17, 2026