Preference Alignment on UF-P 2
63.71AccuracySPL
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SPLModel=Llama-3.1-8B, beta=3 x 10^-62026.03 | 63.71 | 97.1 | |
| SPLModel=Llama-3.1-8B2026.03 | 63.71 | — | |
| SPLModel=Llama-3.1-8B, beta=3 x 10^-72026.03 | 63.58 | 92.19 | |
| SPLModel=Llama-3.1-8B, beta=3 x 10^-52026.03 | 63.43 | 90.07 | |
| SPLModel=Llama-3.2-3B, beta=3 x 10^-62026.03 | 63.28 | 93.07 | |
| SPLModel=Llama-3.2-3B2026.03 | 63.28 | — | |
| DPLModel=Llama-3.1-8B2026.03 | 62.74 | — | |
| SPLModel=Llama-3.2-3B, beta=3 x 10^-52026.03 | 62.69 | 70.05 | |
| VPLModel=Llama-3.1-8B, beta=3 x 10^-62026.03 | 62.66 | 91.05 | |
| VPLModel=Llama-3.1-8B2026.03 | 62.66 | — | |
| SPLModel=Llama-3.2-3B, beta=3 x 10^-72026.03 | 62.59 | 73.05 | |
| BTLModel=Llama-3.1-8B2026.03 | 62.59 | — | |
| VPLModel=Llama-3.1-8B, beta=3 x 10^-52026.03 | 62.54 | 90.79 | |
| VPLModel=Llama-3.1-8B, beta=3 x 10^-72026.03 | 62.46 | 0 | |
| VPLModel=Llama-3.2-3B, beta=3 x 10^-62026.03 | 62.37 | 88.22 | |
| VPLModel=Llama-3.2-3B2026.03 | 62.37 | — | |
| VPLModel=Llama-3.2-3B, beta=3 x 10^-52026.03 | 62.29 | 14.03 | |
| BTLModel=Llama-3.2-3B2026.03 | 62.25 | — | |
| DPLModel=Llama-3.2-3B2026.03 | 62.22 | — | |
| VPLModel=Llama-3.2-3B, beta=3 x 10^-72026.03 | 62.04 | 0 |