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Crowd localization and counting research benchmarks · SOTA2 Research

Crowd localization and counting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sunny to Foggy (Transfer)

IIM-VGG16 + DenseControl

28.7F1 Score

5

Jun 16, 2026

Sunny to Snowy Transfer

IIM-VGG16 + DenseControl

28.9F1 Score

5

Jun 16, 2026

Sunny to Rainy (Transfer)

IIM-VGG16 + DenseControl

26.7F1 Score

5

Jun 16, 2026

Sunny to Sunny (In-Distribution)

IIM-VGG16 + DenseControl

42.6F1 Score

5

Jun 16, 2026

STEERER+DenseControl

62.1F1 Score

4

Jun 16, 2026

61.5F1 Score

4

Jun 16, 2026

IIM+DenseControl

65.1F1 Score

4

Jun 16, 2026

IIM + DenseControl

51.3F1 Score

4

Jun 16, 2026

IIM + DenseControl

54.7F1 Score

4

Jun 16, 2026

IIM + DenseControl

67F1 Score

4

Jun 16, 2026

Popular datasets

NWPU QNRF SHHA SHHB Sunny to Sunny

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