# Traffic Sign Recognition on German Traffic Sign Recognition Benchmark (GTSRB) (test) Source: [Traffic Sign Recognition on German Traffic Sign Recognition Benchmark (GTSRB) (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:11.630Z Evaluation of Traffic Sign Recognition performance on the test split of the German Traffic Sign Recognition Benchmark (GTSRB). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Traffic Sign Recognition | | Dataset (including any stated split) | German Traffic Sign Recognition Benchmark (GTSRB) (test) | | Metric | Info Capacity (%/MParams) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 6 of 6 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [Info Capacity (%/MParams)](): Higher is better; unit: PERCENT. ## Recorded results | Method | Info Capacity (%/MParams) | Result date | Report paper | | --- | --- | --- | --- | | MicronNet | 194 | Not recorded | 68fa64e41e209131cea07329 | | MicronNet | 192 | Not recorded | 68fa64e41e209131cea07329 | | CDNN | 64 | Not recorded | 68fa64e41e209131cea07329 | | STDNN | 7.1 | Not recorded | 68fa64e41e209131cea07329 | | HLSGD | 4.3 | Not recorded | 68fa64e41e209131cea07329 | | MCDNN | 2.6 | Not recorded | 68fa64e41e209131cea07329 | ### MicronNet Info Capacity (%/MParams): 194. Result ID: 698c930d0b614d12cff1afdb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Precision":"fp16"}. This record does not assert independent reproduction. ### MicronNet Info Capacity (%/MParams): 192. Result ID: 698c930d0b614d12cff1afdc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Data Precision":"fixed16"}. This record does not assert independent reproduction. ### CDNN Info Capacity (%/MParams): 64. Result ID: 698c930d0b614d12cff1afda. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STDNN Info Capacity (%/MParams): 7.1. Result ID: 698c930d0b614d12cff1afd7. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HLSGD Info Capacity (%/MParams): 4.3. Result ID: 698c930d0b614d12cff1afd8. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MCDNN Info Capacity (%/MParams): 2.6. Result ID: 698c930d0b614d12cff1afd9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.