WaterBench
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Summarization | WaterBench (test) | GM22.03 | 11 | |
| Reasoning & Coding | WaterBench (test) | GM59.82 | 11 | |
| Long-form QA | WaterBench (test) | GM Score24.06 | 11 | |
| Diffusion Language Model Watermarking | WaterBench 600 prompts 2024 | PPL2.8 | 9 | |
| Text Generation Quality Evaluation | WaterBench 1000 prompts | PPL9.878 | 6 | |
| Watermarking Detection | WaterBench 1000 prompts | Completeness98.3 | 5 | |
| Watermark Removal | WaterBench 1,605 outputs (full set) | Paraphrase Score83.3 | 4 |
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