Summarization on CSPubSum (test)
39.9ROUGE-1SOTA
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SOTA2026.06 | 39.9 | 19.2 | 37.2 | |
| ChatGPTPrompt Condition=add demonstration2026.06 | 38.89 | 15.77 | 36.08 | |
| ChatGPTPrompt Condition=add prompt2026.06 | 38.4 | 15.96 | 35.96 | |
| BARTPrompt Condition=no prompt2026.06 | 33.51 | 12.17 | 28.44 | |
| BARTPrompt Condition=add prompt2026.06 | 33.37 | 11.76 | 28.51 | |
| Flan-T5Prompt Condition=add prompt2026.06 | 30.41 | 10.81 | 26.19 | |
| T5Prompt Condition=add prompt2026.06 | 30.08 | 10.03 | 25.88 | |
| T5Prompt Condition=no prompt2026.06 | 27.22 | 7.59 | 22.67 | |
| ChatGPTPrompt Condition=no prompt2026.06 | 25.99 | 10.12 | 23.72 | |
| GPT2Prompt Condition=no prompt2026.06 | 24.19 | 10.44 | 20.49 | |
| GPT2Prompt Condition=add prompt2026.06 | 24.19 | 10.43 | 20.52 | |
| Flan-T5Prompt Condition=no prompt2026.06 | 21.38 | 6.69 | 18.92 |