Prompt Optimization on FF
98.9Best ScoreLLMLingua
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LLMLinguaModel=GPT-5, Optimization Rounds (R)=82026.06 | 98.9 | 98.9 | 254 | 38.9 | 92 | 0.46 | 1 | |
| DISTILLModel=GPT-5, Optimization Rounds (R)=82026.06 | 91.4 | 90.2 | 198 | 46.2 | 85 | 0.25 | 2 | |
| CRAFTModel=GPT-5, Optimization Rounds (R)=82026.06 | 90.4 | 87.5 | 245 | 36.9 | 80 | 0.39 | 2 | |
| WPRO0.5Model=GPT-5, Optimization Rounds (R)=82026.06 | 80.7 | 80.3 | 204 | 39.6 | 74 | 0.44 | 2 | |
| WPRO0.3Model=GPT-5, Optimization Rounds (R)=82026.06 | 79.7 | 77.4 | 161 | 49.5 | 78 | 0.32 | 2 | |
| WPRO0.7Model=GPT-5, Optimization Rounds (R)=82026.06 | 74.7 | 73.2 | 206 | 36.3 | 74 | 0.53 | 2 | |
| SCULPTModel=GPT-5, Optimization Rounds (R)=82026.06 | 73.9 | 72.2 | 1,219 | 6.1 | 69 | 1.06 | 1 | |
| InitialModel=GPT-5, Optimization Rounds (R)=82026.06 | 71.8 | 71.8 | 526 | 13.7 | — | — | 1 |