Generation correctness prediction on SciQ
77.99AUROCParaGrad
Evaluation Results
| Method | Links | |
|---|---|---|
| ParaGradModel=Mistral-Nemo-Instruct12B2026.05 | 77.99 | |
| ExGradModel=Mistral-Nemo-Instruct12B2026.05 | 77.53 | |
| HybridGradModel=Mistral-Nemo-Instruct12B2026.05 | 76.9 | |
| G-NLLModel=Mistral-Nemo-Instruct12B2026.05 | 76.83 | |
| LN-PEModel=Mistral-Nemo-Instruct12B2026.05 | 76.68 | |
| SARModel=Mistral-Nemo-Instruct12B2026.05 | 76.57 | |
| HybridGradModel=Llama3.1-Instruct8B2026.05 | 76.31 | |
| SemGradModel=Llama3.1-Instruct8B2026.05 | 75.76 | |
| SemGradModel=Mistral-Nemo-Instruct12B2026.05 | 75.55 | |
| G-NLLModel=Llama3.1-Instruct8B2026.05 | 75.49 | |
| SARModel=Llama3.1-Instruct8B2026.05 | 75.28 | |
| ParaGradModel=Llama3.1-Instruct8B2026.05 | 74.98 | |
| DegModel=Mistral-Nemo-Instruct12B2026.05 | 74.15 | |
| ExGradModel=Llama3.1-Instruct8B2026.05 | 74.11 | |
| S.D.Model=Llama3.1-Instruct8B2026.05 | 74 | |
| M.I.Model=Mistral-Nemo-Instruct12B2026.05 | 73.72 | |
| DegModel=Llama3.1-Instruct8B2026.05 | 73.11 | |
| HybridGradModel=Qwen3-Instruct4B2026.05 | 72.83 | |
| SARModel=Qwen3-Instruct4B2026.05 | 72.72 | |
| G-NLLModel=Qwen3-Instruct4B2026.05 | 72.7 | |
| S.D.Model=Mistral-Nemo-Instruct12B2026.05 | 72.52 | |
| LN-PEModel=Llama3.1-Instruct8B2026.05 | 72.51 | |
| M.I.Model=Llama3.1-Instruct8B2026.05 | 72.43 | |
| SemGradModel=Qwen3-Instruct4B2026.05 | 72.2 | |
| ParaGradModel=Qwen3-Instruct4B2026.05 | 72.09 | |
| INSIDEModel=Mistral-Nemo-Instruct12B2026.05 | 71.54 | |
| Self-ConModel=Llama3.1-Instruct8B2026.05 | 71.47 | |
| P(True)Model=Mistral-Nemo-Instruct12B2026.05 | 71.4 | |
| ExGradModel=Qwen3-Instruct4B2026.05 | 71.34 | |
| Self-ConModel=Mistral-Nemo-Instruct12B2026.05 | 71.07 | |
| INSIDEModel=Llama3.1-Instruct8B2026.05 | 70.83 | |
| S.E.Model=Llama3.1-Instruct8B2026.05 | 70.27 | |
| S.E.Model=Mistral-Nemo-Instruct12B2026.05 | 68.53 | |
| LN-PEModel=Qwen3-Instruct4B2026.05 | 67.08 | |
| M.I.Model=Qwen3-Instruct4B2026.05 | 66.25 | |
| DegModel=Qwen3-Instruct4B2026.05 | 65.01 | |
| P(True)Model=Llama3.1-Instruct8B2026.05 | 64.91 | |
| S.D.Model=Qwen3-Instruct4B2026.05 | 63.79 | |
| Self-ConModel=Qwen3-Instruct4B2026.05 | 61.95 | |
| INSIDEModel=Qwen3-Instruct4B2026.05 | 57.96 | |
| P(True)Model=Qwen3-Instruct4B2026.05 | 57.13 | |
| S.E.Model=Qwen3-Instruct4B2026.05 | 56.88 |