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 3 · SOTA2 Research

Object Counting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

42.3MAE

6

Feb 26, 2026

Qwen2.5-VL-7B + RARL

0.718Accuracy

6

Feb 26, 2026

OmniCount Fruits (test)

0.56MAE

6

Feb 26, 2026

Blood Cell Detection (test)

1.52MAE

6

Feb 26, 2026

Object Counting Suite

17.5Count Average

6

Feb 26, 2026

55Accuracy

6

Feb 26, 2026

FSC-147-S (test)

4.69MAE

6

Feb 26, 2026

3.09MAE

6

Feb 26, 2026

FSC-147 (4-fold cross-validation)

13.21MAE (Fold 0)

6

Feb 26, 2026

FSCD-LVIS unseen classes (test)

23.5MAE

6

Feb 27, 2026

COCO Average 2017 (val)

1.73MAE

6

Feb 26, 2026

COCO 2017 (val Fold 3)

1.84MAE

6

Feb 26, 2026

COCO 2017 (val Fold 2)

1.58MAE

6

Feb 26, 2026

COCO 2017 (val Fold 1)

1.32MAE

6

Feb 26, 2026

COCO Fold 0 2017 (val)

2.2MAE

6

Feb 26, 2026

Penguins (Mixed)

9.81Max Count

6

Feb 26, 2026

Penguins Separated

3.74Max Count

6

Feb 26, 2026

Synoptics (test)

8.88MAE

5

Apr 23, 2026

RSOC building class

10.51MAE

5

Apr 13, 2026

35Score

5

Mar 23, 2026

2.395MAE

5

Mar 17, 2026

VSI-SUPER-Count 120min

38.4Mean Recall Accuracy (MRA)

5

Mar 13, 2026

VSI-SUPER-Count 60min

36.2Mean Recall Accuracy (MRA)

5

Mar 13, 2026

VSI-SUPER-Count 30min

45.6Mean Recall Accuracy (MRA)

5

Mar 13, 2026

VSI-SUPER-Count 10min

31.8Mean Recall Accuracy (MRA)

5

Mar 13, 2026

Page 3 of 5

Popular datasets

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

Follow for updates

Join SOTA2 Contact