Cause to Effect Ranking on e-CARE
46.5Hit@1Cawai-BGE M3
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Cawai-BGE M32025.04 | 46.5 | 73 | 54.5 | |
| Cawai-BGE M32025.04 | 46.3 | 72.9 | 54.6 | |
| Cawai-GTR2025.04 | 43.2 | 70 | 51.2 | |
| GTR2025.04 | 42.8 | 72.4 | 52.2 | |
| GTR2025.04 | 42.2 | 71.8 | 51.9 | |
| BGE M32025.04 | 42.2 | 70.8 | 51 | |
| Cawai-GTR2025.04 | 41.9 | 68.6 | 50 | |
| DPR2025.04 | 39.4 | 67.8 | 47.8 | |
| BGE M32025.04 | 39.3 | 69.6 | 48.9 | |
| Cawai-DPR2025.04 | 37.6 | 64.2 | 45.7 | |
| Cawai-DPR2025.04 | 36.8 | 63.7 | 45.1 | |
| DPR2025.04 | 36.3 | 66 | 45.5 | |
| Cawai-LLaMA 1B (Lora)Model size=1B, Tuning=LoRA2025.04 | 23.5 | 51 | 31.6 | |
| Cawai-LLaMA 1B (Lora)Model size=1B, Tuning=LoRA2025.04 | 22.1 | 50.7 | 30.5 | |
| LLaMA 1B (Lora)Model size=1B, Tuning=LoRA2025.04 | 15.1 | 35.4 | 20.8 | |
| LLaMA 1B (Lora)Model size=1B, Tuning=LoRA2025.04 | 14.9 | 35.3 | 20.7 | |
| BM252025.04 | 9.4 | 20.6 | 12.6 | |
| BM252025.04 | 8.9 | 21.8 | 12.7 |