News
06/12/2025Competition Results Announced
Competition results have been released. From the ICDAR'25 report:
"For Task 1 (Word Detection), DETR-based methods dominated, with the 'MapText Detection Strong Pipeline' achieving the best performance on the Rumsey and Taiwanese datasets. Task 2 (Phrase Detection) saw significant improvements in linking methods, with the 'CREPE + BezierCurve' and 'Self-Sequencer' methods achieving identical top scores on the Rumsey dataset. Task 3 (Word Detection and Recognition) highlighted the effectiveness of DeepSolo-based approaches, with the 'MapText Strong Pipeline' excelling on the Taiwanese dataset. Finally, Task 4 (Phrase Detection and Recognition) showcased the joint winners, 'CREPE + BezierCurve' from the NAVER and LINE WORKS team, and 'Self-Sequencer' from the EPFL team, both achieving an HMean score of 80.8% on the Rumsey dataset, demonstrating the potential of attention mechanisms for structured outputs. We congratulate the winners and all participants for their remarkable achievement"
The benchmark remains open indefinitely for new and ongoing submissions.