# Scene Text Recognition on ArT + COCO-Text + Uber-Text aggregate 36-char (test) Source: [Scene Text Recognition on ArT + COCO-Text + Uber-Text aggregate 36-char (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:08:59.560Z Evaluation of Scene Text Recognition performance on the combined test set aggregating data from ArT, COCO-Text, and Uber-Text, specifically focusing on 36-character sequences, measured by word accuracy. 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) | ArT + COCO-Text + Uber-Text aggregate 36-char (test) | | Metric | Word Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Word Accuracy | Result date | Report paper | | --- | --- | --- | --- | | PARSeqA | 84.1 | Not recorded | 68fa6d031e209131cea37551 | | PARSeqN | 82.1 | Not recorded | 68fa6d031e209131cea37551 | | TRBA | 81.3 | Not recorded | 68fa6d031e209131cea37551 | | ViTSTR-S | 78.7 | Not recorded | 68fa6d031e209131cea37551 | | ABINet | 74.6 | Not recorded | 68fa6d031e209131cea37551 | | CRNN | 56.3 | Not recorded | 68fa6d031e209131cea37551 | | PARSeqA | 51.8 | Not recorded | 68fa6d031e209131cea37551 | | PARSeqN | 49.7 | Not recorded | 68fa6d031e209131cea37551 | | TRBA | 48.3 | Not recorded | 68fa6d031e209131cea37551 | | ViTSTR-S | 47 | Not recorded | 68fa6d031e209131cea37551 | | ABINet | 45.2 | Not recorded | 68fa6d031e209131cea37551 | | CRNN | 41.1 | Not recorded | 68fa6d031e209131cea37551 | ### PARSeqA Word Accuracy: 84.1. Result ID: 698f78b03a6c314849f8dda2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train data":"R"}. This record does not assert independent reproduction. ### PARSeqN Word Accuracy: 82.1. Result ID: 698f78b03a6c314849f8dda1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train data":"R"}. This record does not assert independent reproduction. ### TRBA Word Accuracy: 81.3. Result ID: 698f78b03a6c314849f8dd9f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train data":"R"}. This record does not assert independent reproduction. ### ViTSTR-S Word Accuracy: 78.7. Result ID: 698f78b03a6c314849f8dd9e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train data":"R"}. This record does not assert independent reproduction. ### ABINet Word Accuracy: 74.6. Result ID: 698f78b03a6c314849f8dda0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train data":"R"}. This record does not assert independent reproduction. ### CRNN Word Accuracy: 56.3. Result ID: 698f78b03a6c314849f8dd9d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train data":"R"}. This record does not assert independent reproduction. ### PARSeqA Word Accuracy: 51.8. Result ID: 698f78b03a6c314849f8dd9c. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train data":"S"}. This record does not assert independent reproduction. ### PARSeqN Word Accuracy: 49.7. Result ID: 698f78b03a6c314849f8dd9b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train data":"S"}. This record does not assert independent reproduction. ### TRBA Word Accuracy: 48.3. Result ID: 698f78b03a6c314849f8dd99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train data":"S"}. This record does not assert independent reproduction. ### ViTSTR-S Word Accuracy: 47. Result ID: 698f78b03a6c314849f8dd98. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train data":"S"}. This record does not assert independent reproduction. ### ABINet Word Accuracy: 45.2. Result ID: 698f78b03a6c314849f8dd9a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Train data":"S"}. This record does not assert independent reproduction. ### CRNN Word Accuracy: 41.1. Result ID: 698f78b03a6c314849f8dd97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Train data":"S"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.