Large Language Model Evaluation on Open LLM Leaderboard v1 (test)
69.6Average ScoreFP16
Evaluation results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| FP16Q Config=FP162026.01 | 69.6 | 55.6 | 58.1 | 59.7 | 74.9 | 70.1 | 88.8 | 100 | 80.2 | |
| Bielik-11B-v3Model Type=Base2025.12 | 68.45 | 61.43 | 81.38 | 47.65 | 67.55 | 78.53 | 74.15 | — | — | |
| Qwen1.5-14BModel Type=Base2025.12 | 66.7 | 56.57 | 81.08 | 52.06 | 69.36 | 73.48 | 67.63 | — | — | |
| TPAW Iter-3Model=Llama3.1-8B2026.05 | 66.14 | 65.54 | 80.77 | 54.46 | 64.56 | 76.32 | 55.19 | — | — | |
| LoPRo.vQ Config=W3A162026.01 | 66.1 | 55.3 | 54.9 | 54.9 | 71.7 | 69.6 | 80.9 | 94.91 | 75.1 | |
| Bielik-11B-v2Model Type=Base2025.12 | 65.87 | 60.58 | 79.84 | 46.13 | 63.06 | 77.82 | 67.78 | — | — | |
| Qwen-14BModel Type=Base2025.12 | 65.86 | 58.28 | 83.99 | 49.43 | 67.7 | 76.8 | 58.98 | — | — | |
| TPAW Iter-4Model=Llama3.1-8B2026.05 | 65.77 | 63.23 | 80.91 | 54.44 | 64.46 | 76.24 | 55.34 | — | — | |
| LoPRoQ Config=W3A162026.01 | 65.7 | 54.3 | 53.9 | 54.2 | 71.1 | 69.9 | 81.2 | 94.4 | 75.3 | |
| TPAW Iter-2Model=Llama3.1-8B2026.05 | 65.64 | 62.97 | 80.63 | 54.11 | 64.45 | 76.16 | 55.5 | — | — | |
| TPAW Iter-1Model=Llama3.1-8B2026.05 | 65.44 | 62.88 | 80.66 | 53.71 | 64.29 | 75.93 | 55.19 | — | — | |
| SPIN Iter-4Model=Llama3.1-8B2026.05 | 64.88 | 62.03 | 80.78 | 53.92 | 63.97 | 76.01 | 52.54 | — | — | |
| SPIN Iter-1Model=Llama3.1-8B2026.05 | 64.82 | 61.69 | 80.44 | 53.62 | 63.94 | 75.3 | 53.9 | — | — | |
| SPIN Iter-3Model=Llama3.1-8B2026.05 | 64.8 | 62.2 | 80.74 | 53.98 | 64.15 | 76.01 | 51.71 | — | — | |
| DPOModel=Llama3.1-8B2026.05 | 64.79 | 63.14 | 80.46 | 57.42 | 63.08 | 74.35 | 50.27 | — | — | |
| SPIN Iter-2Model=Llama3.1-8B2026.05 | 64.73 | 62.03 | 80.63 | 53.81 | 63.97 | 75.61 | 52.31 | — | — | |
| SFTModel=Llama3.1-8B2026.05 | 63.93 | 60.75 | 79.48 | 51.65 | 63.72 | 74.82 | 53.15 | — | — | |
| Meta-Llama-3-8BModel Type=Base2025.12 | 62.62 | 60.24 | 82.23 | 42.93 | 66.7 | 78.45 | 45.19 | — | — | |
| Bielik-4.5B-v3Model Type=Base2025.12 | 61.02 | 51.19 | 73.01 | 45.63 | 61.32 | 71.35 | 63.61 | — | — | |
| Mistral-7B-v0.1Model Type=Base2025.12 | 60.97 | 59.98 | 83.31 | 42.15 | 64.16 | 78.37 | 37.83 | — | — | |
| Mistral-7B-v0.2Model Type=Base2025.12 | 60.37 | 60.84 | 83.08 | 41.76 | 63.62 | 78.22 | 34.72 | — | — | |
| DPOModel=Qwen2.5-1.5B2026.05 | 58.55 | 54.52 | 66.29 | 49.39 | 59.41 | 64.96 | 56.71 | — | — | |
| TPAW Iter-4Model=Qwen2.5-1.5B2026.05 | 57.76 | 52.56 | 66.3 | 47.9 | 59.64 | 65.11 | 55.04 | — | — | |
| TPAW Iter-3Model=Qwen2.5-1.5B2026.05 | 57.65 | 53.67 | 66.18 | 47.91 | 59.52 | 65.04 | 53.6 | — | — | |
| SPIN Iter-4Model=Qwen2.5-1.5B2026.05 | 57.61 | 53.58 | 66.05 | 48.41 | 59.58 | 64.72 | 53.3 | — | — | |
| SPIN Iter-3Model=Qwen2.5-1.5B2026.05 | 57.47 | 52.65 | 66.25 | 48.38 | 59.56 | 64.48 | 53.53 | — | — | |
| TPAW Iter-2Model=Qwen2.5-1.5B2026.05 | 57.38 | 53.41 | 66.08 | 47.91 | 59.58 | 64.17 | 53.15 | — | — | |
| TPAW Iter-1Model=Qwen2.5-1.5B2026.05 | 57.27 | 52.99 | 65.77 | 47.64 | 59.5 | 64.96 | 52.77 | — | — | |
| SPIN Iter-2Model=Qwen2.5-1.5B2026.05 | 57.26 | 52.05 | 66 | 48.25 | 59.43 | 64.4 | 53.45 | — | — | |
| SPIN Iter-1Model=Qwen2.5-1.5B2026.05 | 57.13 | 51.79 | 65.76 | 47.82 | 59.26 | 64.33 | 53.83 | — | — | |
| SFTModel=Qwen2.5-1.5B2026.05 | 56.28 | 50.94 | 64.91 | 46.83 | 58.93 | 64.8 | 51.25 | — | — | |
| LoPRo.vQ Config=W2A162026.01 | 55.6 | 47.9 | 47.2 | 42.7 | 61.8 | 66.2 | 55.5 | 79.89 | 67.9 | |
| LoPRoQ Config=W2A162026.01 | 51.4 | 40.6 | 44.3 | 40.2 | 55.7 | 64.4 | 52.3 | 73.89 | 62.5 | |
| Bielik-7B-v0.1Model Type=Base2025.12 | 49.98 | 45.22 | 67.92 | 47.16 | 43.2 | 66.85 | 29.49 | — | — |