WikiHow
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Abstractive Summarization | WikiHow | ROUGE-222.12 | 26 | |
| Summarization Faithfulness | WikiHow | SummaC38.4 | 12 | |
| Abstractive Summarization | WikiHow sampled (test) | ROUGE17.58 | 12 | |
| Faithfulness Evaluation | WikiHow (test) | SummaC39.06 | 12 | |
| Multimodal Sequencing | WikiHow Golden (test) | Acc91.03 | 12 | |
| Summarization | WikiHow (test) | ROUGE19.23 | 12 | |
| Step-goal linking | wikiHow (test) | R@155.4 | 12 | |
| Summarization | WikiHow | ROUGE-1 Std Dev0.21 | 8 | |
| Plan Generation | WikiHow (test) | ROUGE-156.1 | 7 | |
| Extractive Summarization | WikiHow (test) | ROUGE-1 Score35.59 | 7 | |
| Summarization | WikiHow | Conciseness4.45 | 5 | |
| Abstractive Summarization | WikiHow 168k samples (test) | ROUGE-10.4306 | 5 | |
| Unsupervised abstractive summarization | WikiHow (test) | ROUGE-10.265 | 4 | |
| Abstractive Summarization | WikiHow (test) | ROUGE-135.91 | 3 |
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