CNNDM
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Summarization | CNNDM (test) | ROUGE 222.64 | 20 | |
| Summarization | CNNDM full-length F1 (test) | ROUGE-142.37 | 19 | |
| Abstractive Summarization | CNNDM full (test) | ROUGE-142 | 16 | |
| Multiple-type control summarization | CNNDM (test) | ROUGE-10.3885 | 12 | |
| Text Summarization | CNNDM | ROUGE-222.15 | 11 | |
| Abstractive Summarization | CNNDM (test) | ROUGE-147.78 | 11 | |
| Factual Consistency Evaluation | Q-CNNDM | Kendall's Tau59.6 | 8 | |
| Summarization | CNNDM 10K (test) | ROUGE-135.8 | 8 | |
| Summarization | CNNDM | MiniCheck0.806 | 7 | |
| Summarization | CNNDM | ROUGE-143.51 | 6 | |
| Natural Language Generation | CNNDM (test) | ROUGE-222 | 6 | |
| Dynamic Aspect-Based Summarization | D-CnnDM (test) | #AbsAspDiff1 | 5 | |
| Aspect-based summarization | D-CnnDM (test) | Coherence3.83 | 4 | |
| Summarization | CNNDM (test) | ROUGE-2 (0-shot)17.3 | 4 | |
| Text Summarization | CNNDM (test) | 1st Percent35.02 | 4 | |
| Aspect Number Prediction | D-CnnDM (test) | Absolute Aspect Number Difference1.04 | 3 | |
| Abstractive Summarization | CNNDM (test) | Factual Consistency (Better Count)18 | 1 |
Showing 17 of 17 rows