ResearchBenchmarksBenign Content Generation on COCO-1KBenign Content Generation on COCO-1KFollow31.09CLIP ScoreANT30.736430.828230.9231.0118May 11, 2026Evaluation resultsMethodMethodLinksCLIP ScoreFIDLPIPSANTvenue=ACM MM’2025venue=ACM MM’20252026.0531.0923.510.07UCEvenue=WACV’24venue=WACV’242026.0531.0721.90.28CASGvenue=CVPR’2026venue=CVPR’20262026.053126.60.11EAvenue=ICML’2025venue=ICML’20252026.0530.9723.30.28Base2026.0530.96——Safreevenue=ICLR’2025venue=ICLR’20252026.0530.9438.710.31AHV-D&S2026.0530.8422.160.07ESDvenue=ICCV’23venue=ICCV’232026.0530.7524.480.09