Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Object Counting research benchmarks – Page 4 · SOTA2 Research

Object Counting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CoCount KC-setting (test)

12.72MAE

5

Feb 26, 2026

CoCount KC-setting (val)

14.07MAE

5

Feb 26, 2026

IOCfish5K (test)

48.1MAE

5

Feb 26, 2026

1.05NMN

5

Feb 26, 2026

FSC-147 high (test)

67.17MAE

5

Feb 26, 2026

FSC-147 medium (test)

9.48MAE

5

Feb 26, 2026

FSC-147 low (test)

5.6MAE

5

Feb 26, 2026

PerSense-D High density (test)

12.38MAE

4

Feb 26, 2026

PerSense-D Med density (test)

10.26MAE

4

Feb 26, 2026

PerSense-D Low density (test)

6.86MAE

4

Feb 26, 2026

PerSense-D Overall (test)

12.29MAE

4

Feb 26, 2026

Texas housing dataset (test)

0.917R2 (Buildings, Mean)

4

Feb 26, 2026

33.3Absolute Accuracy

3

Jul 8, 2026

82.5Accuracy

3

Jun 23, 2026

Machined washer parts dataset

3.789MAE

3

May 19, 2026

RSOC building class (test)

10.51MAE (RSOC Building Test)

3

Apr 13, 2026

Soybean Pods (val)

3.58MAE

3

Mar 31, 2026

Caribou 2019 (test)

HerdNet-PPN-ImageNet

10.9MAE

3

Feb 26, 2026

Caribou 2017 (test)

HerdNet-PPN-ImageNet

9.2MAE

3

Feb 26, 2026

Object Counting

91.9Accuracy

3

Feb 26, 2026

1.07MAE

3

Feb 26, 2026

11.85MNAE

2

Apr 23, 2026

Hicks reduced 8-category Count Range 26-1000 (test)

1.76MAE

2

Apr 16, 2026

Hicks reduced 8-category Count Range 11-25 (test)

0.69MAE

2

Apr 16, 2026

Hicks reduced 8-category Count Range 6-10 (test)

0.31Mean Absolute Error (MAE)

2

Apr 16, 2026

Page 4 of 5

Popular datasets

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

Follow for updates

Join SOTA2 Contact