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Papers Benchmarks Datasets Tasks

Traffic Sign Recognition research benchmarks · SOTA2 Research

Traffic Sign Recognition

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

97.35Accuracy

19

Apr 1, 2026

97.9Accuracy

11

Jun 9, 2026

95.59Accuracy

8

Feb 26, 2026

Swedish traffic signs dataset Subset setup (test)

Differentiable Top-K

91.7Accuracy

7

Feb 26, 2026

SYN SIGNS -> GTSRB (target)

97.5Accuracy

7

Feb 26, 2026

German Traffic Sign Recognition Benchmark (GTSRB) (test)

194Info Capacity (%/MParams)

6

Feb 26, 2026

CURE-TSR Rain and Snow corruptions (severities 1–5) and clean data

0.506MRR

5

Feb 26, 2026

Traffic Sign Recognition Physical World

93.7BA

3

May 19, 2026

Popular datasets

GTSRB SYN SIGNS German Traffic Sign Recognition Benchmark (GTSRB)Swedish traffic signs dataset CURE-TSR

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