ResearchBenchmarksWatermarking Detection on Image Distortions (Rotation, Noise, Blurring, Cropping, JPEG, Diffpure)Follow98.74Average AUCRingID76.1281.992587.86593.7375Apr 8, 2026Evaluation ResultsMethodMethodLinksAverage AUCWorst-Case AUCRingID2026.0498.7495.26Tree-Ring2026.0497.592.76ISTS2026.0497.4293.31ROBIN2026.0492.7675.04Gaussian-Shading2026.0491.251.94SEAL2026.0476.9952.28