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Object Counting research benchmarks – Page 5 · SOTA2 Research

Object Counting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Hicks reduced 8-category Count Range 0-5 (test)

0.17MAE

2

Apr 16, 2026

Hicks reduced 8-category Count Range 0-1000 (test)

0.38MAE

2

Apr 16, 2026

CrowdHuman (val)

8.24MAE

2

Mar 10, 2026

86.8Count Accuracy

2

Feb 26, 2026

78MAE

2

Feb 26, 2026

96.92Precision

1

Jun 5, 2026

Page 5 of 5

Popular datasets

FSC-147 COCO PerSense-D Hicks VSI-SUPER-Count

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