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Watermark segmentation research benchmarks · SOTA2 Research

Watermark segmentation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Experimental setting S2 (n=2500, K=5)

94.1IOU

30

Jul 9, 2026

Gumbel-max watermarking Setting S1

95.1IoU

30

Jul 9, 2026

Inverse watermarking experimental setting S3 (test)

0.925IoU

30

Jul 9, 2026

Permute-and-Flip watermarking Setting S2

97.5IOU

30

Jul 9, 2026

97.7mIoU

30

Jul 9, 2026

Red-Green watermarking Setting S2

95.2IOU

30

Jul 9, 2026

Permute-and-Flip watermarking n=1000, K=5, short gaps S3 (test)

94.6IoU

30

Jul 9, 2026

princeton-nlp Sheared-LLaMA-1.3B Permute and Flip S1

92.8IoU

5

Jul 9, 2026

Mistral-7B Permute and Flip v0.1 S1

91.6IoU

5

Jul 9, 2026

Meta-Llama-3-8B Permute and Flip S1

92.8IOU

5

Jul 9, 2026

google gemma-3-270m Permute and Flip S1

93.2mIOU

5

Jul 9, 2026

facebook opt-125m Permute and Flip S1

93.5IoU

5

Jul 9, 2026

facebook opt-1.3b Permute and Flip S1

92.1IOU

5

Jul 9, 2026

Popular datasets

Permute-and-Flip watermarking facebook opt C4 Gemma Mistral-7B

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