Distribution Alignment on Gender (US) - Real
0.068MAEKL-Optimized Fine-Tuning
Evaluation Results
| Method | Links | |
|---|---|---|
| KL-Optimized Fine-TuningModel=Llama-3.2-1B-Instruct2026.04 | 0.068 | |
| KL-Optimized Fine-TuningModel=Qwen2.5-7B-Instruct2026.04 | 0.086 | |
| KL-Optimized Fine-TuningModel=Llama-3.1-8B-Instruct2026.04 | 0.108 | |
| Zero-shotModel=Qwen2.5-7B-Instruct2026.04 | 0.13 | |
| Zero-shotModel=Llama-3.1-8B-Instruct2026.04 | 0.131 | |
| IFTModel=Llama-3.1-8B-Instruct2026.04 | 0.147 | |
| DPOModel=Llama-3.1-8B-Instruct2026.04 | 0.147 | |
| PE-ExplicitModel=Qwen2.5-1.5B-Instruct2026.04 | 0.151 | |
| IFTModel=Qwen2.5-1.5B-Instruct2026.04 | 0.153 | |
| KL-Optimized Fine-TuningModel=Qwen2.5-1.5B-Instruct2026.04 | 0.158 | |
| Zero-shotModel=Qwen2.5-1.5B-Instruct2026.04 | 0.159 | |
| DPOModel=Llama-3.2-1B-Instruct2026.04 | 0.176 | |
| DPOModel=Qwen2.5-7B-Instruct2026.04 | 0.177 | |
| PE-ImplicitModel=Qwen2.5-1.5B-Instruct2026.04 | 0.178 | |
| PE-ImplicitModel=Qwen2.5-7B-Instruct2026.04 | 0.195 | |
| PE-ImplicitModel=Llama-3.1-8B-Instruct2026.04 | 0.212 | |
| PE-ExplicitModel=Llama-3.1-8B-Instruct2026.04 | 0.229 | |
| PE-ExplicitModel=Qwen2.5-7B-Instruct2026.04 | 0.231 | |
| IFTModel=Llama-3.2-1B-Instruct2026.04 | 0.237 | |
| DPOModel=Qwen2.5-1.5B-Instruct2026.04 | 0.242 | |
| IFTModel=Qwen2.5-7B-Instruct2026.04 | 0.247 | |
| Zero-shotModel=Llama-3.2-1B-Instruct2026.04 | 0.305 | |
| PE-ExplicitModel=Llama-3.2-1B-Instruct2026.04 | 0.31 | |
| PE-ImplicitModel=Llama-3.2-1B-Instruct2026.04 | 0.325 |