Commonsense Reasoning on BoolQ, PIQA, SIQA, HellaS., WinoG., ARC-e, ARC-c, OBQA
82.88BoolQ Accuracy
FFA-LoRA
Updated 8d ago
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
2026.03 | 82.88 | 78.67 | 51.85 | 76.3 | 74.27 | 81 | 49.79 | 45.2 | 67.49 | |
2026.03 | 82.77 | 79.03 | 54.48 | 77.54 | 75.81 | 82.16 | 51.37 | 49 | 69.02 | |
2026.03 | 82.1 | 78.35 | 53.23 | 76.63 | 74.3 | 80.52 | 50.64 | 47.7 | 67.93 | |
2026.03 | 81.89 | 77.15 | 48.56 | 76.12 | 69.61 | 78.87 | 50.68 | 42.2 | 65.64 | |
2026.03 | 80.34 | 79.54 | 50.72 | 78.37 | 73.72 | 79.76 | 49.32 | 45.2 | 67.12 | |
2026.03 | 80.02 | 77.4 | 51.9 | 72.3 | 72.57 | 79.55 | 47.99 | 47.9 | 66.2 | |
2026.03 | 76.53 | 77.15 | 48.72 | 73.54 | 70.72 | 76.64 | 43.43 | 42.1 | 63.6 | |
2025.06 | 76.4 | 89.7 | 82.5 | 95.5 | 89.6 | 92.9 | 84.3 | 89.2 | 87.5 | |
2025.06 | 76.1 | 90.3 | 81.5 | 95.7 | 89.7 | 93.4 | 83.4 | 87.2 | 87.2 | |
2025.06 | 75.8 | 90.8 | 80.7 | 95.6 | 89.9 | 93.4 | 83 | 89.2 | 87.3 | |
2025.06 | 75.7 | 88.4 | 81.4 | 96.2 | 88.2 | 92.7 | 83.2 | 88.6 | 86.8 | |
2025.06 | 75.7 | 84.8 | 82 | 90.6 | 86.8 | 90.1 | 77.1 | 89.2 | 84.5 | |
2026.03 | 75.4 | 89.7 | 81.2 | 95.4 | 87.7 | 93.3 | 82.9 | 88.3 | 86.7 | |
2025.06 | 75.1 | 89.9 | 82.4 | 96.3 | 88.8 | 92.6 | 82.8 | 89.6 | 87.2 | |
2025.06 | 74.8 | 85.5 | 80.9 | 89.9 | 85.7 | 88.5 | 76.3 | 86 | 83.5 | |
2025.06 | 74.8 | 86.2 | 80.5 | 90.5 | 87.1 | 88.6 | 75.4 | 88 | 83.9 | |
2025.06 | 74.7 | 86.9 | 81.2 | 91.5 | 87.4 | 89.8 | 78.2 | 90.2 | 84.9 | |
2024.05 | 74.6 | 89.3 | 79.9 | 95.5 | 85.6 | 90.5 | 80.4 | 85.8 | 85.2 | |
2024.08 | 74.6 | 89.3 | 79.9 | 95.5 | 85.6 | 90.5 | 80.4 | 85.8 | 85.2 | |
2024.08 | 74.6 | 89.8 | 81.6 | 96 | 86.9 | 92.8 | 82.1 | 86.8 | 86.3 | |
2025.06 | 74.6 | 89.3 | 79.9 | 95.5 | 85.6 | 90.5 | 80.4 | 85.8 | 85.2 | |
2026.03 | 74.6 | 89.3 | 79.9 | 95.5 | 85.6 | 90.5 | 80.4 | 85.8 | 85.2 | |
2024.05 | 74.5 | 88.8 | 80.3 | 95.5 | 84.7 | 90.1 | 79.1 | 87.2 | 85 | |
2024.08 | 74.5 | 88.8 | 80.3 | 95.5 | 84.7 | 90.1 | 79.1 | 87.2 | 85 | |
2025.06 | 74.5 | 88.8 | 80.3 | 95.5 | 84.7 | 90.1 | 79.1 | 87.2 | 85 | |
2026.03 | 74.5 | 88.8 | 80.3 | 95.5 | 84.7 | 90.1 | 79.1 | 87.2 | 85 | |
2024.08 | 74.4 | 89.8 | 81.1 | 96.2 | 87.8 | 92.9 | 83 | 86.8 | 86.5 | |
2024.05 | 74.3 | 87.5 | 80.9 | 94.5 | 86.7 | 92.1 | 81.5 | 85.8 | 85.4 | |
2024.05 | 74.3 | 88.1 | 81.8 | 95.1 | 87.3 | 91.1 | 81.7 | 87.2 | 85.8 | |
2025.06 | 73.9 | 84.8 | 81.7 | 90 | 85 | 87.9 | 76.8 | 86.8 | 83.4 | |
2026.03 | 73.6 | 89.1 | 80.8 | 94.8 | 85.7 | 93.1 | 83 | 87.6 | 86 | |
2024.08 | 73.5 | 89 | 81.4 | 96 | 87.6 | 92.9 | 82.4 | 87.2 | 86.3 | |
2025.06 | 73.3 | 85.7 | 81 | 90.2 | 86.9 | 88.6 | 77.4 | 85.2 | 83.5 | |
2026.03 | 73.1 | 85.4 | 68.5 | 78.5 | 66.1 | 89.8 | 79.9 | 74.8 | 77 | |
2024.08 | 73 | 83.9 | 80.2 | 93.2 | 83 | 86.5 | 74.4 | 83 | 82.2 | |
2024.05 | 72.9 | 87.1 | 80.6 | 92.1 | 85.1 | 87.8 | 76 | 84.3 | 83.2 | |
2024.08 | 72.6 | 83.8 | 80 | 93.3 | 83 | 87.1 | 73.7 | 84.8 | 82.3 | |
2025.06 | 72.6 | 85.2 | 82 | 94.4 | 85.7 | 87.8 | 74.5 | 85 | 83.4 | |
2025.06 | 72.5 | 85.3 | 79.9 | 90.1 | 82.9 | 82.7 | 69.7 | 83.6 | 80.8 | |
2026.03 | 72.3 | 87.6 | 81.5 | 94.3 | 87 | 91.5 | 79.1 | 83.8 | 84.7 | |
2025.06 | 72.1 | 83.5 | 80.5 | 90.5 | 83.7 | 82.8 | 68.3 | 82.4 | 80.5 | |
2024.08 | 72 | 83.1 | 79.9 | 89.1 | 83 | 84.5 | 71 | 81.2 | 80.5 | |
2025.06 | 72 | 83.1 | 79.9 | 89.1 | 83 | 84.5 | 71 | 81.2 | 80.5 | |
2025.06 | 72 | 83.8 | 80.8 | 93.3 | 82.8 | 86.7 | 74 | 81 | 81.8 | |
2026.03 | 72 | 83.1 | 79.9 | 89.1 | 83 | 84.5 | 71 | 81.2 | 80.5 | |
2024.08 | 71.8 | 83.7 | 76 | 89.1 | 82.6 | 83.7 | 68.2 | 82.4 | 79.7 | |
2025.06 | 71.8 | 83.7 | 76 | 89.1 | 82.6 | 83.7 | 68.2 | 82.4 | 79.7 | |
2026.03 | 71.8 | 83.7 | 76 | 89.1 | 82.6 | 83.7 | 68.2 | 82.4 | 79.7 | |
2024.10 | 71.71 | 82.55 | 78.88 | 91.6 | 83.01 | 83.04 | 67.33 | 81.76 | - | |
2024.08 | 71.7 | 83 | 80.1 | 93 | 81.2 | 86 | 72.3 | 82.2 | 81.2 | |
2024.10 | 71.46 | 83.32 | 79.54 | 91.86 | 83.22 | 83.65 | 67.12 | 81.54 | - | |
2024.10 | 71.44 | 83.52 | 79.5 | 91.84 | 83.2 | 83.39 | 67.06 | 81.73 | - | |
2024.10 | 71.39 | 83.33 | 78.32 | 92.4 | 83.24 | 83.34 | 66.43 | 80.99 | - | |
2026.03 | 71.2 | 83.4 | 79.5 | 88.1 | 84 | 86.7 | 73.8 | 84.6 | 81.4 | |
2024.10 | 71.19 | 83.99 | 79.15 | 91.86 | 83.24 | 83.35 | 67.05 | 81.37 | - | |
2026.04 | 71.16 | 80.96 | 75.13 | 85.88 | 71.35 | 86.28 | 72.27 | 79.4 | 77.8 | |
2024.06 | 70.9 | 81.9 | 78.6 | 84.5 | 80.8 | 81.7 | 64.9 | 79.2 | 77.8 | |
2024.05 | 70.8 | 85.2 | 79.9 | 91.7 | 84.3 | 84.2 | 71.2 | 79 | 80.8 | |
2024.08 | 70.8 | 85.2 | 79.9 | 91.7 | 84.3 | 84.2 | 71.2 | 79 | 80.8 | |
2025.06 | 70.8 | 85.2 | 79.9 | 91.7 | 84.3 | 84.2 | 71.2 | 79 | 80.8 | |
2026.03 | 70.8 | 85.2 | 79.9 | 91.7 | 84.3 | 84.2 | 71.2 | 79 | 80.8 | |
2024.08 | 69.8 | 79.9 | 79.5 | 83.6 | 82.6 | 79.8 | 64.7 | 81 | 77.6 | |
2025.06 | 69.8 | 79.9 | 79.5 | 83.6 | 82.6 | 79.8 | 64.7 | 81 | 77.6 | |
2026.03 | 69.8 | 79.9 | 79.5 | 83.6 | 82.6 | 79.8 | 64.7 | 81 | 77.6 | |
2026.04 | 69.73 | 79.92 | 74.96 | 82.93 | 70.43 | 82.7 | 66.21 | 77.8 | 75.59 | |
2024.06 | 69.6 | 81.6 | 77.8 | 79.6 | 79.8 | 81.5 | 66.5 | 79.4 | 77 | |
2026.03 | 69.5 | 81.8 | 80.4 | 91.7 | 83.6 | 84.6 | 69.2 | 78.2 | 80 | |
2024.10 | 69.36 | 80.01 | 78.09 | 89.28 | 76.73 | 76.46 | 60.55 | 76.96 | - | |
2024.10 | 69.32 | 80.08 | 77.99 | 89.46 | 76.41 | 76.46 | 60.59 | 76.9 | - | |
2026.04 | 68.93 | 80.06 | 72.42 | 83.51 | 68.59 | 83.59 | 67.66 | 75.6 | 75.05 | |
2024.06 | 68.9 | 80.7 | 77.4 | 78.1 | 78.8 | 77.8 | 61.3 | 74.8 | 74.7 | |
2026.03 | 68.9 | 81.4 | 80.4 | 91 | 80.1 | 84.1 | 69.1 | 73.6 | 78.6 | |
2026.04 | 68.87 | 80.09 | 74.31 | 83.71 | 71.35 | 84.72 | 69.11 | 78.2 | 76.3 | |
2025.06 | 68.8 | 86.7 | 77.2 | 92.9 | 85.6 | 86.8 | 75.5 | 81.8 | 81.9 | |
2026.04 | 68.53 | 79.65 | 73.13 | 83.37 | 72.45 | 85.27 | 69.2 | 77.6 | 76.15 | |
2024.06 | 68.5 | 82.9 | 79.6 | 84.8 | 80.8 | 81.4 | 65.8 | 81 | 78.1 | |
2024.06 | 68.4 | 80.9 | 79.4 | 80.3 | 80.4 | 80.2 | 64.7 | 78.2 | 76.6 | |
2024.10 | 68.38 | 80.99 | 77.8 | 80 | 76.35 | 77.62 | 61.32 | 72.94 | - | |
2024.06 | 68.3 | 80.6 | 79.1 | 82.1 | 80 | 81.5 | 67.9 | 79.6 | 77.4 | |
2026.04 | 68.2 | 78.73 | 73.08 | 84.19 | 71.64 | 82.87 | 68.98 | 76.6 | 75.54 | |
2025.06 | 67.6 | 78.1 | 78.4 | 76.6 | 78 | 75.8 | 60.2 | 75.6 | 73.8 | |
2025.06 | 67.6 | 83.8 | 80.1 | 88.2 | 82 | 82.8 | 68.8 | 80.6 | 79.2 | |
2026.04 | 67.4 | 78.35 | 74.05 | 83.1 | 71.59 | 84.97 | 69.8 | 78 | 75.91 | |
2024.10 | 67.33 | 79.46 | 75.8 | 76.04 | 72.11 | 71.67 | 57.33 | 69.98 | - | |
2025.06 | 67.1 | 81.1 | 77.2 | 83.6 | 78.9 | 77.7 | 63.2 | 74.6 | 75.4 | |
2024.10 | 67.09 | 79.37 | 76.15 | 88.86 | 77.54 | 76.54 | 60.55 | 74.63 | - | |
2024.10 | 67.03 | 78.69 | 76.06 | 88.85 | 76.47 | 76.5 | 60.36 | 74.22 | - | |
2026.04 | 66.7 | 78.35 | 73.85 | 82.9 | 70.24 | 84.85 | 68.03 | 77.4 | 75.29 | |
2024.10 | 66.34 | 74.64 | 73.12 | 55.93 | 72.5 | 73.11 | 57.19 | 72.9 | - | |
2024.10 | 66.33 | 74.53 | 73.56 | 56.6 | 72.14 | 73.29 | 57.48 | 72.92 | - | |
2024.10 | 65.92 | 68.53 | 69.9 | 45.97 | 66.87 | 64.91 | 45.12 | 65.07 | - | |
2024.10 | 65.89 | 73.92 | 73.33 | 56.65 | 71.39 | 73.46 | 57.15 | 72.31 | - | |
2024.10 | 65.5 | 67.63 | 69.46 | 45.6 | 66.8 | 63.56 | 46.81 | 63.82 | - | |
2026.02 | 65.35 | 81.28 | 69.89 | 81.93 | 65.67 | 86.59 | 72.21 | 75.33 | 74.78 | |
2024.10 | 65.19 | 67.58 | 71.22 | 45.16 | 66.03 | 64.1 | 47.75 | 63.92 | - | |
2024.10 | 65.12 | 68.22 | 69.96 | 45.98 | 66.78 | 64.89 | 45.7 | 64.81 | - | |
2024.10 | 65.02 | 78.1 | 78 | 87.57 | 76.78 | 75.48 | 60.54 | 74.02 | - | |
2024.10 | 64.94 | 74.68 | 72.49 | 55.89 | 68.3 | 73.21 | 56.59 | 72.85 | - | |
2026.02 | 64.57 | 81.07 | 69.74 | 81.09 | 64.09 | 86.46 | 72.01 | 76.33 | 74.42 | |
2026.04 | 64.46 | 76.82 | 66.02 | 73.61 | 60.46 | 80.01 | 64.68 | 70 | 69.51 |
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