# Scene Text Detection on COCO-Text ICDAR2017 Robust Reading Challenge V1.4 (test) Source: [Scene Text Detection on COCO-Text ICDAR2017 Robust Reading Challenge V1.4 (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:58:13.244Z Evaluation of Scene Text Detection performance on the test split of the COCO-Text ICDAR2017 Robust Reading Challenge V1.4 dataset, measured by Precision, Recall, and F-measure. 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 Detection | | Dataset (including any stated split) | COCO-Text ICDAR2017 Robust Reading Challenge V1.4 (test) | | Metric | Precision | | 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 - [Precision](): Higher is better; unit: PERCENT. - [Recall](): Higher is better; unit: PERCENT. - [F-measure](): Higher is better; unit: PERCENT. ## Recorded results | Method | Precision | Result date | Report paper | | --- | --- | --- | --- | | ours | 72.5 | Not recorded | 68fa64151e209131cea02a9f | | ours | 62.9 | Not recorded | 68fa64151e209131cea02a9f | | TDN\_SJTU\_v2 | 62.4 | Not recorded | 68fa64151e209131cea02a9f | | Text\_Detection\_DL | 60.1 | Not recorded | 68fa64151e209131cea02a9f | | UM | 47.6 | Not recorded | 68fa64151e209131cea02a9f | | ours | 40 | Not recorded | 68fa64151e209131cea02a9f | | ours | 35.1 | Not recorded | 68fa64151e209131cea02a9f | | TDN\_SJTU\_v2 | 31.8 | Not recorded | 68fa64151e209131cea02a9f | | Text\_Detection\_DL | 25.2 | Not recorded | 68fa64151e209131cea02a9f | | UM | 22.7 | Not recorded | 68fa64151e209131cea02a9f | ### ours Precision: 72.5. Result ID: 698c0c09f729bc7f68e7fd92. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IoU Threshold":0.5,"multi-scale":false,"Test image size":"768x768"}. This record does not assert independent reproduction. ### ours Precision: 62.9. Result ID: 698c0c09f729bc7f68e7fd93. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IoU Threshold":0.5,"multi-scale":true,"Test image size":"768x768"}. This record does not assert independent reproduction. ### TDN\_SJTU\_v2 Precision: 62.4. Result ID: 698c0c09f729bc7f68e7fd90. [Reporting paper]() Recorded evaluation configuration: {"IoU Threshold":0.5,"Test image size":"768x768"}. This record does not assert independent reproduction. ### Text\_Detection\_DL Precision: 60.1. Result ID: 698c0c09f729bc7f68e7fd91. [Reporting paper]() Recorded evaluation configuration: {"IoU Threshold":0.5,"Test image size":"768x768"}. This record does not assert independent reproduction. ### UM Precision: 47.6. Result ID: 698c0c09f729bc7f68e7fd8f. [Reporting paper]() Recorded evaluation configuration: {"IoU Threshold":0.5,"Test image size":"768x768"}. This record does not assert independent reproduction. ### ours Precision: 40. Result ID: 698c0c09f729bc7f68e7fd97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IoU Threshold":0.75,"multi-scale":false,"Test image size":"768x768"}. This record does not assert independent reproduction. ### ours Precision: 35.1. Result ID: 698c0c09f729bc7f68e7fd98. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"IoU Threshold":0.75,"multi-scale":true,"Test image size":"768x768"}. This record does not assert independent reproduction. ### TDN\_SJTU\_v2 Precision: 31.8. Result ID: 698c0c09f729bc7f68e7fd96. [Reporting paper]() Recorded evaluation configuration: {"IoU Threshold":0.75,"Test image size":"768x768"}. This record does not assert independent reproduction. ### Text\_Detection\_DL Precision: 25.2. Result ID: 698c0c09f729bc7f68e7fd94. [Reporting paper]() Recorded evaluation configuration: {"IoU Threshold":0.75,"Test image size":"768x768"}. This record does not assert independent reproduction. ### UM Precision: 22.7. Result ID: 698c0c09f729bc7f68e7fd95. [Reporting paper]() Recorded evaluation configuration: {"IoU Threshold":0.75,"Test image size":"768x768"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.