# Scene Text Recognition on Six benchmark datasets rotated versions (test) Source: [Scene Text Recognition on Six benchmark datasets rotated versions (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:59.287Z Evaluation of Scene Text Recognition performance across six different benchmark datasets, specifically testing accuracy under various text rotations (0°, 90°, 180°, 270°). 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 | Scene Text Recognition | | Dataset (including any stated split) | Six benchmark datasets rotated versions (test) | | Metric | Word Acc (0°) | | 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 - [Word Acc (0°)](): Higher is better; unit: PERCENT. - [Word Acc (90°)](): Higher is better; unit: PERCENT. - [Word Acc (180°)](): Higher is better; unit: PERCENT. - [Word Acc (270°)](): Higher is better; unit: PERCENT. - [Mean Word Acc](): Higher is better; unit: PERCENT. - [% Decrease](): Lower is better; unit: PERCENT. ## Recorded results | Method | Word Acc (0°) | Result date | Report paper | | --- | --- | --- | --- | | PARSeq | 93.3 | Not recorded | 68fa6d031e209131cea37551 | | PARSeq | 92.7 | Not recorded | 68fa6d031e209131cea37551 | | TRBA | 92.5 | Not recorded | 68fa6d031e209131cea37551 | | ABINet | 92.4 | Not recorded | 68fa6d031e209131cea37551 | | ViTSTR-S | 91.8 | Not recorded | 68fa6d031e209131cea37551 | | CRNN | 85.8 | Not recorded | 68fa6d031e209131cea37551 | ### PARSeq Word Acc (0°): 93.3. Result ID: 698f78b03a6c314849f8ddb4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"A"}. This record does not assert independent reproduction. ### PARSeq Word Acc (0°): 92.7. Result ID: 698f78b03a6c314849f8ddb3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"variant":"N"}. This record does not assert independent reproduction. ### TRBA Word Acc (0°): 92.5. Result ID: 698f78b03a6c314849f8ddb1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ABINet Word Acc (0°): 92.4. Result ID: 698f78b03a6c314849f8ddb2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ViTSTR-S Word Acc (0°): 91.8. Result ID: 698f78b03a6c314849f8ddb0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CRNN Word Acc (0°): 85.8. Result ID: 698f78b03a6c314849f8ddaf. [Reporting paper]() [Method origin 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.