Introduction Generation on 50 ACL papers (test)
26Rank 1 CountSTIG
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| STIG2025.12 | 26 | 13 | 1 | 4 | 3 | 0 | 3 | 2.14 | |
| FT w/o Stage WritingFine-tuned=true, Stage Writing=false2025.12 | 18 | 17 | 3 | 5 | 2 | 3 | 2 | 2.46 | |
| GPT (ELABORATE)Prompt Type=ELABORATE2025.12 | 4 | 3 | 14 | 13 | 11 | 4 | 1 | 3.8 | |
| GPT2025.12 | 2 | 13 | 15 | 7 | 4 | 5 | 4 | 3.58 | |
| ELABORATE Prompt2025.12 | 0 | 2 | 9 | 11 | 10 | 10 | 8 | 4.82 | |
| AutoSurvey2025.12 | 0 | 0 | 3 | 2 | 11 | 14 | 20 | 5.92 | |
| Stage Writing w/o FTStage Writing=true, Fine-tuned=false2025.12 | 0 | 2 | 5 | 8 | 9 | 14 | 12 | 5.28 |