ResearchTasksText LocalizationText LocalizationFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedICDAR 2013 (test)Tang et al.87Recall28Feb 26, 2026DocLocal4KDocOwl-1.570.42Word Localization Score16Jun 24, 2026Dt In-Domain (test)OmniVL-Guard63.78F1 Score7Feb 26, 2026FSFRARSPO63.78Localization Score7Feb 26, 2026Text Localization Evaluation SetFreeText0.561IoU5Feb 26, 2026