Reward Modeling on RewardBench 2 (Factuality, Math, Safety, Focus, Ties)
89.89Precise IF Score
Rubric-ARM-8B + Eval-Skill
Updated 1mo ago
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
2026.06 | 89.89 | 75.35 | 65.69 | 67.47 | 94.67 | 90.04 | - | |
2026.06 | 81.9 | - | 80.6 | 85.3 | 72.4 | 87.5 | - | |
2026.06 | 78.33 | 86.25 | 80.71 | 88.76 | 94.1 | 89.37 | - | |
2026.06 | 78.33 | 84.68 | 77.24 | 85.94 | 95.71 | 86.16 | - | |
2026.06 | 78.33 | 85.37 | 80.71 | 85.94 | 95.71 | 86.16 | - | |
2026.06 | 76.11 | 86.78 | 84.36 | 84.74 | 96.38 | 92.32 | - | |
2026.06 | 73.89 | 84.91 | 80.71 | 83.53 | 95.43 | 90.97 | - | |
| 71 | 85.1 | 79.5 | 88.1 | 92.2 | 82.7 | 97.3 | ||
2026.06 | 70.2 | - | 73.2 | 85.4 | 84.4 | 80.4 | - | |
2026.06 | 67.5 | - | 76.6 | 85.9 | 83.3 | 89.3 | - | |
2026.05 | 66.2 | 84.1 | 84.6 | 77.6 | 96.7 | 98.4 | 81.2 | |
2026.06 | 64.1 | - | 84.5 | 77.6 | 96.7 | 98.4 | - | |
2026.06 | 63.33 | 77.24 | 75.29 | 85.14 | 77.14 | 85.32 | - | |
2026.06 | 62.22 | 75.82 | 60.53 | 83.13 | 88.48 | 84.73 | - | |
2026.06 | 62.22 | 75.82 | 60.53 | 83.13 | 88.48 | 84.73 | - | |
2026.05 | 61.9 | 79.5 | 75.5 | 89.8 | 88.1 | 80.5 | 81.1 | |
2026.05 | 61.8 | 80 | 76.8 | 84.4 | 90.5 | 77.7 | 88.6 | |
2026.05 | 57.5 | - | - | - | - | 84.1 | - | |
2026.05 | 57.5 | 77.7 | 67.4 | 85.2 | 90.9 | 84.1 | 80.9 | |
2026.06 | 57.33 | 60.79 | 51.79 | 63.13 | 42.69 | 89.01 | - | |
2026.06 | 56.67 | 68.69 | 64.98 | 73.49 | 60.86 | 87.43 | - | |
2026.05 | 54.4 | 82.1 | 87.2 | 72.7 | 91.3 | 96.8 | 90.1 | |
| 53.8 | 78.1 | 67.7 | 84.7 | 90.4 | 82.8 | 89.1 | ||
2026.06 | 53.1 | - | 61.7 | 72.7 | 40 | 89.9 | - | |
2026.06 | 49.44 | 75.72 | 69.07 | 82.33 | 93.05 | 84.73 | - | |
2026.06 | 47.22 | 76.24 | 67.38 | 84.74 | 94.86 | 87 | - | |
2026.06 | 47.22 | 76.58 | 69.07 | 84.74 | 94.86 | 87 | - | |
2026.06 | 46.67 | 67.58 | 57.6 | 85.14 | 65.62 | 82.87 | - | |
2026.05 | 45 | - | - | - | - | 84.9 | - | |
2026.06 | 45 | 68.27 | 69.07 | 70.68 | 68 | 88.61 | - | |
2026.06 | 43.89 | 54.37 | 43.9 | 61.85 | 37.24 | 84.98 | - | |
2026.05 | 43.1 | - | - | - | - | 77 | - | |
2026.05 | 42.9 | - | - | - | - | 80.8 | - | |
2026.06 | 42.78 | 70.48 | 64.27 | 71.49 | 93.33 | 80.51 | - | |
| 42.5 | - | - | - | - | 79.6 | - | ||
2026.05 | 42.3 | - | - | - | - | 76.7 | - | |
2026.06 | 42.22 | 59.25 | 47.73 | 68.67 | 58.48 | 79.16 | - | |
2026.05 | 41.9 | - | - | - | - | 77.2 | - | |
2026.06 | 41.67 | 51.33 | 45.33 | 56.63 | 34.29 | 78.73 | - | |
2026.06 | 41.11 | 57.01 | 50.49 | 62.65 | 53.43 | 77.38 | - | |
2026.06 | 40.56 | 67.55 | 59.02 | 62.25 | 90.86 | 85.06 | - | |
2026.05 | 40.3 | - | - | - | - | 73.3 | - | |
2026.05 | 40 | - | - | - | - | 86.5 | - | |
2026.05 | 39.7 | 72.3 | 82.9 | 65.2 | 87.3 | 73.4 | 85.4 | |
2026.06 | 39.44 | 51.57 | 47.73 | 51.81 | 41.14 | 77.72 | - | |
2026.05 | 38.8 | - | - | - | - | 87 | - | |
2026.06 | 38.33 | 62.31 | 57.96 | 59.44 | 83.43 | 72.41 | - | |
2026.06 | 37.78 | 51.32 | 43.12 | 56.63 | 42.38 | 76.71 | - | |
2026.06 | 37.78 | 68.6 | 57.78 | 82.33 | 80.95 | 84.14 | - | |
2026.05 | 36.9 | - | - | - | - | 79.2 | - | |
2026.06 | 36.67 | 47.25 | 39.82 | 44.58 | 44.38 | 70.8 | - | |
2026.06 | 35 | 60.23 | 55.38 | 76.71 | 55.14 | 78.9 | - | |
2026.06 | 34.44 | 54.44 | 45.78 | 63.86 | 51.33 | 76.79 | - | |
2026.05 | 34.4 | - | - | - | - | 83.6 | - | |
2026.05 | 34.4 | - | - | - | - | 82.2 | - | |
2026.05 | 34.4 | 66.3 | 61.5 | 70.9 | 84.8 | 74.8 | 71.5 | |
2026.06 | 33.33 | 62.92 | 54.22 | 63.05 | 90.67 | 73.33 | - | |
2026.05 | 33.1 | - | - | - | - | 84.2 | - | |
2025.09 | 33 | 33 | 26.9 | 39.4 | 49.9 | 29.3 | 19.4 | |
2026.06 | 32.78 | 48.6 | 41.69 | 42.57 | 66.48 | 59.49 | - | |
2026.06 | 32.22 | 55.74 | 41.51 | 59.84 | 76.29 | 68.86 | - | |
2026.06 | 32.22 | 54.11 | 41.51 | 59.84 | 68.1 | 68.86 | - | |
2026.06 | 31.67 | 47.63 | 44.27 | 50.6 | 35.43 | 76.2 | - | |
2025.09 | 30.9 | 32.2 | 26.9 | 39.3 | 48.2 | 28.2 | 19.6 | |
2025.09 | 30.6 | 43.1 | 40.4 | 42.8 | 55.1 | 69.2 | 20.7 | |
2026.05 | 30.6 | - | - | - | - | 79 | - | |
2025.09 | 30.1 | 36.2 | 33.2 | 38.9 | 51 | 33.8 | 29.9 | |
2025.09 | 30 | 35.8 | 32.3 | 43.2 | 50.9 | 36.3 | 22.1 | |
2026.06 | 30 | 57.04 | 52.18 | 59.04 | 69.62 | 74.35 | - | |
2026.06 | 29.5 | - | 44.9 | 72.6 | 60.7 | 84.4 | - | |
2025.09 | 29.4 | 45.4 | 41.7 | 43 | 53.2 | 68.9 | 36.1 | |
2026.06 | 28.33 | 37.25 | 33.6 | 43.78 | 40.86 | 39.66 | - | |
| 27 | - | - | - | - | 62.9 | - | ||
2026.06 | 26.67 | 55.8 | 48.8 | 57.43 | 71.33 | 74.77 | - | |
2026.06 | 26.11 | 47.35 | 40.89 | 44.58 | 83.05 | 42.11 | - | |
2026.06 | 26.11 | 50.42 | 40.89 | 42.57 | 83.05 | 59.49 | - | |
2025.09 | 25.8 | 41.7 | 41.5 | 42.6 | 50.2 | 65.1 | 24.8 | |
2025.09 | 25.6 | 44 | 42.2 | 43.3 | 62.1 | 66.3 | 24.2 | |
2026.05 | 23.8 | - | - | - | - | 84.6 | - | |
2026.06 | 23.33 | 49.25 | 35.2 | 57.83 | 68.1 | 61.77 | - | |
| 21.9 | - | - | - | - | 56.6 | - | ||
2026.06 | 21.67 | 43.08 | 36.36 | 61.45 | 31.52 | 64.39 | - | |
2026.05 | 20.6 | - | - | - | - | 76.2 | - | |
2026.06 | 20.56 | 44.25 | 36 | 56.63 | 43.43 | 64.64 | - | |
2026.06 | 20.56 | 44.25 | 36 | 56.63 | 43.43 | 64.64 | - | |
| 14.8 | - | - | - | - | 50.4 | - | ||
2026.05 | 13.8 | - | - | - | - | 55.4 | - | |
2026.05 | 13.2 | - | - | - | - | 63.4 | - | |
2026.05 | 10 | - | - | - | - | 60.4 | - | |
2026.05 | 9.4 | - | - | - | - | 29.1 | - | |
2026.06 | - | 75.8 | - | - | 94.2 | - | - | |
2026.06 | - | 73.1 | - | - | 93.3 | - | - | |
2026.06 | - | 73.9 | - | - | 91.8 | - | - | |
2026.06 | - | 63.5 | - | - | 73.3 | - | - | |
2026.06 | - | 66.1 | - | - | 79.4 | - | - | |
2026.06 | - | 67.9 | - | - | 78.9 | - | - | |
2026.06 | - | 68 | - | - | 81.8 | - | - |