Review Score Generation on ACL 2025
3.8Avg Review ScorePAA
Evaluation results
| Method | Links | |
|---|---|---|
| PAAAttacking Model=Sonnet 4, Input Format=Full-paper PDF2026.01 | 3.8 | |
| PAAAttacking Model=GPT-4o, Input Format=Full-paper PDF2026.01 | 3.5 | |
| PAAAttacking Model=Sonnet 4, Input Format=Abstract-only2026.01 | 3.5 | |
| PAAAttacking Model=GPT-4o, Input Format=Abstract-only2026.01 | 3.3 | |
| PAAAttacking Model=Gemini 2.5, Input Format=Full-paper PDF2026.01 | 3.2 | |
| PAAAttacking Model=Gemini 2.5, Input Format=Abstract-only2026.01 | 3 | |
| PAAAttacking Model=OLMo 3, Input Format=Abstract-only2026.01 | 3 | |
| PAAAttacking Model=Qwen 3, Input Format=Abstract-only2026.01 | 2.8 | |
| Paraphrase2026.01 | 2.3 | |
| Original2026.01 | 2.1 |