ResearchTasksUnauthorized Training Data DetectionUnauthorized Training Data DetectionFollowBenchmarksDatasetSOTA methodSortMost resultsRecently updatedMost papersApplyDatasetSOTA methodMetricTrendResultsLast updatedWikipedia synthesis Outside Registers fine-tuned on Pythia-6.9BLoss + SDR75.5AUC10Apr 3, 2026Wikipedia synthesis Inside Registers fine-tuned on Pythia-6.9BLoss + SDR76.6AUC10Apr 3, 2026MIMIR-Wikipedia Laundered (Syn.) GPT-4o rewriteRef0.603AUC5Apr 3, 2026MIMIR Wikipedia (Original)Loss1AUC5Apr 3, 2026