Truthfulness Evaluation on TruthfulQA (Avg@k, Pass@k)
66.63Avg@kDFT
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DFTBackbone=Qwen2.5-7B-Instruct2026.05 | 66.63 | 79.68 | |
| DFTBase Model=Qwen2.5-7B-Instruct, RL Stage=DAPO, k=42026.05 | 66.63 | 79.68 | |
| BaseBackbone=Qwen2.5-7B-Instruct2026.05 | 66.37 | 78.51 | |
| SFTBackbone=Qwen2.5-7B-Instruct2026.05 | 62.43 | 80.26 | |
| SFTBase Model=Qwen2.5-7B-Instruct, RL Stage=DAPO, k=42026.05 | 62.43 | 80.26 | |
| IWBackbone=Qwen2.5-7B-Instruct2026.05 | 61.48 | 78.07 | |
| IWBase Model=Qwen2.5-7B-Instruct, RL Stage=DAPO, k=42026.05 | 61.48 | 78.07 | |
| RPSFTBackbone=Qwen2.5-7B-Instruct2026.05 | 61.4 | 78.36 | |
| RPSFTBase Model=Qwen2.5-7B-Instruct, RL Stage=DAPO, k=42026.05 | 61.4 | 78.36 | |
| BaseBackbone=Qwen2.5-3B-Instruct2026.05 | 61.04 | 71.78 | |
| DFTBackbone=Llama-3.1-8B-Instruct2026.05 | 60.56 | 69.15 | |
| DFTBase Model=Llama-3.1-8B-Instruct, RL Stage=DAPO, k=42026.05 | 60.56 | 69.15 | |
| BaseBackbone=Llama-3.1-8B-Instruct2026.05 | 59.5 | 79.82 | |
| DFTBackbone=Qwen2.5-3B-Instruct2026.05 | 57.93 | 73.83 | |
| DFTBase Model=Qwen2.5-3B-Instruct, RL Stage=DAPO, k=42026.05 | 57.93 | 73.83 | |
| RPSFTBackbone=Llama-3.1-8B-Instruct2026.05 | 57.82 | 76.32 | |
| RPSFTBase Model=Llama-3.1-8B-Instruct, RL Stage=DAPO, k=42026.05 | 57.82 | 76.32 | |
| SFTBackbone=Llama-3.1-8B-Instruct2026.05 | 56.29 | 71.93 | |
| SFTBase Model=Llama-3.1-8B-Instruct, RL Stage=DAPO, k=42026.05 | 56.29 | 71.93 | |
| RPSFTBackbone=Qwen2.5-3B-Instruct2026.05 | 52.3 | 71.49 | |
| RPSFTBase Model=Qwen2.5-3B-Instruct, RL Stage=DAPO, k=42026.05 | 52.3 | 71.49 | |
| IWBackbone=Qwen2.5-3B-Instruct2026.05 | 50.69 | 69.15 | |
| IWBase Model=Qwen2.5-3B-Instruct, RL Stage=DAPO, k=42026.05 | 50.69 | 69.15 | |
| SFTBackbone=Qwen2.5-3B-Instruct2026.05 | 50.55 | 71.35 | |
| SFTBase Model=Qwen2.5-3B-Instruct, RL Stage=DAPO, k=42026.05 | 50.55 | 71.35 | |
| IWBackbone=Llama-3.1-8B-Instruct2026.05 | 50.18 | 66.37 | |
| IWBase Model=Llama-3.1-8B-Instruct, RL Stage=DAPO, k=42026.05 | 50.18 | 66.37 |