Knowledge Intensive on Gaokao History
83AccuracyMemAPO
Evaluation Results
| Method | Links | |
|---|---|---|
| MemAPOBackbone=Qwen3-8B2026.03 | 83 | |
| PromptBreederBackbone=Qwen3-8B2026.03 | 81.5 | |
| ProTeGiBackbone=Qwen3-8B2026.03 | 80.7 | |
| IOBackbone=Qwen3-8B2026.03 | 80 | |
| TextGradBackbone=Qwen3-8B2026.03 | 79.3 | |
| CoTBackbone=Qwen3-8B2026.03 | 78.5 | |
| SPOBackbone=Qwen3-8B2026.03 | 78.5 | |
| RaRBackbone=Qwen3-8B2026.03 | 77.8 | |
| OPROBackbone=Qwen3-8B2026.03 | 77 | |
| Step-BackBackbone=Qwen3-8B2026.03 | 76.3 | |
| MemAPOBackbone=GPT-4o-mini2026.03 | 72.6 | |
| TextGradBackbone=GPT-4o-mini2026.03 | 72.6 | |
| MemAPOBackbone=GPT-4o-mini2026.03 | 72.6 | |
| IOBackbone=GPT-4o-mini2026.03 | 71.9 | |
| SPOBackbone=GPT-4o-mini2026.03 | 71.9 | |
| IOBackbone=GPT-4o-mini2026.03 | 71.9 | |
| PromptBreederBackbone=GPT-4o-mini2026.03 | 71.1 | |
| SPOBackbone=GPT-4o-mini2026.03 | 70.4 | |
| TextGradBackbone=GPT-4o-mini2026.03 | 69.6 | |
| OPROBackbone=GPT-4o-mini2026.03 | 68.1 | |
| CoTBackbone=GPT-4o-mini2026.03 | 67.4 | |
| OPROBackbone=GPT-4o-mini2026.03 | 67.4 | |
| CoTBackbone=GPT-4o-mini2026.03 | 67.4 | |
| PromptBreederBackbone=GPT-4o-mini2026.03 | 65.9 | |
| StepBackBackbone=GPT-4o-mini2026.03 | 60.7 | |
| Step-BackBackbone=GPT-4o-mini2026.03 | 60.7 | |
| ProTeGiBackbone=GPT-4o-mini2026.03 | 60 | |
| RephraseBackbone=GPT-4o-mini2026.03 | 58.5 | |
| RaRBackbone=GPT-4o-mini2026.03 | 58.5 | |
| ProTeGiBackbone=GPT-4o-mini2026.03 | 53.3 |