# Scene Text Recognition on IC15 Cleaned (test) Source: [Scene Text Recognition on IC15 Cleaned (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:09:00.093Z Evaluation of Scene Text Recognition performance on the test split of the IC15 Cleaned dataset, 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) | IC15 Cleaned (test) | | Metric | Word Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 10 of 10 | | 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 | | --- | --- | --- | --- | | CLIP4STR-B | 94.1 | Not recorded | 68fa765f1e209131cea6cb50 | | CLIP4STR-L | 94 | Not recorded | 68fa765f1e209131cea6cb50 | | MPSTR | 93.9 | Not recorded | 68fa765f1e209131cea6cb50 | | PARSeq | 93.8 | Not recorded | 68fa765f1e209131cea6cb50 | | CLIP4STR-L | 93.5 | Not recorded | 68fa765f1e209131cea6cb50 | | CLIP4STR-B | 93.3 | Not recorded | 68fa765f1e209131cea6cb50 | | ABINet | 93.2 | Not recorded | 68fa765f1e209131cea6cb50 | | MPSTR | 92.7 | Not recorded | 68fa765f1e209131cea6cb50 | | PARSeq | 92.6 | Not recorded | 68fa765f1e209131cea6cb50 | | ABINet | 91.4 | Not recorded | 68fa765f1e209131cea6cb50 | ### CLIP4STR-B Word Accuracy: 94.1. Result ID: 69941c703a6c3148491b2225. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"3.3M real samples","Backbone":"ViT-B"}. This record does not assert independent reproduction. ### CLIP4STR-L Word Accuracy: 94. Result ID: 69941c703a6c3148491b2226. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"3.3M real samples","Backbone":"ViT-L"}. This record does not assert independent reproduction. ### MPSTR Word Accuracy: 93.9. Result ID: 69941c703a6c3148491b2224. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"3.3M real samples"}. This record does not assert independent reproduction. ### PARSeq Word Accuracy: 93.8. Result ID: 69941c703a6c3148491b2223. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"3.3M real samples"}. This record does not assert independent reproduction. ### CLIP4STR-L Word Accuracy: 93.5. Result ID: 69941c703a6c3148491b222b. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"3.3M real samples","Backbone":"ViT-L"}. This record does not assert independent reproduction. ### CLIP4STR-B Word Accuracy: 93.3. Result ID: 69941c703a6c3148491b222a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"3.3M real samples","Backbone":"ViT-B"}. This record does not assert independent reproduction. ### ABINet Word Accuracy: 93.2. Result ID: 69941c703a6c3148491b2222. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"3.3M real samples"}. This record does not assert independent reproduction. ### MPSTR Word Accuracy: 92.7. Result ID: 69941c703a6c3148491b2229. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training Data":"3.3M real samples"}. This record does not assert independent reproduction. ### PARSeq Word Accuracy: 92.6. Result ID: 69941c703a6c3148491b2228. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"3.3M real samples"}. This record does not assert independent reproduction. ### ABINet Word Accuracy: 91.4. Result ID: 69941c703a6c3148491b2227. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Training Data":"3.3M real samples"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.