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Papers Benchmarks Datasets Tasks

Vehicle Counting research benchmarks · SOTA2 Research

Vehicle Counting

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

4.29GAME 1 Score

20

Feb 26, 2026

2.39GAME0 Error

7

Feb 26, 2026

Highway video sequence 2 lanes

100Accuracy

6

Apr 15, 2026

M-30 video sequence (4 lanes)

100Accuracy

6

Apr 15, 2026

2.1MAE

6

Feb 26, 2026

M-SFANet+M-SegNet

2.22MAE

6

Feb 26, 2026

HighwayII 4 lanes

Proposed AIR-VC

100Accuracy

5

Apr 15, 2026

UA-DETRAC MVI_40192

99.08Counting Accuracy

3

Apr 15, 2026

UA-DETRAC MVI_40963

100Counting Accuracy

2

Apr 15, 2026

UA-DETRAC MVI_63521

100Counting Accuracy

2

Apr 15, 2026

UA-DETRAC MVI_40992

100Counting Accuracy

1

Apr 15, 2026

Popular datasets

TRANCOS UA-DETRAC highway M-30 Highway video sequence

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