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Papers Benchmarks Datasets Tasks

Density Map Estimation research benchmarks · SOTA2 Research

Density Map Estimation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

DroneCrowd 1.0 (test)

15.8MAE (Overall)

14

Feb 26, 2026

Composition Loss

0DM-MAE

4

Feb 26, 2026

29.56PSNR

2

Feb 26, 2026

26.39PSNR

2

Feb 26, 2026

The WorldExpo'10

29.12PSNR

2

Feb 26, 2026

20.08PSNR

2

Feb 26, 2026

ShanghaiTech Part B

29.35PSNR

2

Feb 26, 2026

ShanghaiTech Part_A

24.48PSNR

2

Feb 26, 2026

Popular datasets

ShanghaiTech WorldExpo UCF CC TRANCOS UCF-QNRF

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