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WaterBench dataset and benchmarks · SOTA2 Research

Research Datasets

WaterBench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

WaterBench (test)

22.03GM

11

Reasoning & Coding

WaterBench (test)

59.82GM

11

WaterBench (test)

24.06GM Score

11

Diffusion Language Model Watermarking

WaterBench 600 prompts 2024

2.8PPL

9

Text Generation Quality Evaluation

WaterBench 1000 prompts

9.878PPL

6

Watermarking Detection

WaterBench 1000 prompts

98.3Completeness

5

Watermark Removal

WaterBench 1,605 outputs (full set)

83.3Paraphrase Score

4

Popular tasks

Summarization Watermark Removal Long-form QA Diffusion Language Model Watermarking Reasoning & Coding

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