ModernBERT_emb
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
2025.05 | 80.67 | 87.87 | 83.8 | 88.59 | 86.82 | 87.4 | 80.31 | 85.07 | |
2022.03 | 79.56 | 88.97 | 83.81 | 88.08 | 84.96 | 87.87 | 82.43 | 85.1 | |
2025.05 | 79.28 | 82.16 | 80.96 | 84.64 | 83.68 | 85.32 | 77.92 | 81.99 | |
2025.05 | 79.09 | 89.62 | 85.02 | 89.51 | 86.61 | 89.06 | 82.62 | 85.93 | |
2025.05 | 78.85 | 84.35 | 80.93 | 84.79 | 83.61 | 86.31 | 80.85 | 82.82 | |
2022.03 | 77.51 | 86.15 | 81.59 | 86.92 | 83.81 | 86.35 | 80.49 | 83.26 | |
2021.04 | 77.46 | 87.27 | 82.36 | 86.66 | 83.93 | 86.7 | 81.95 | 83.76 | |
2021.04 | 76.53 | 85.21 | 80.95 | 86.03 | 82.57 | 85.83 | 80.5 | 82.52 | |
2022.03 | 76.53 | 85.21 | 80.95 | 86.03 | 82.57 | 85.83 | 80.5 | 82.52 | |
2023.05 | 76.53 | 85.21 | 80.95 | 86.03 | 82.57 | 85.83 | 80.5 | 82.52 | |
2023.05 | 76.41 | 85.64 | 82.11 | 86.18 | 82.71 | 85.74 | 79.95 | 82.68 | |
2023.05 | 76.26 | 86.01 | 82.83 | 86.7 | 82.94 | 86.04 | 80.55 | 83.05 | |
2023.05 | 76.23 | 85.46 | 81.48 | 86.47 | 83.4 | 85.93 | 80.95 | 82.85 | |
2022.03 | 75.96 | 84.99 | 80.44 | 86.83 | 81.3 | 81.1 | 80.96 | 82.13 | |
| 75.7 | 84.58 | 78.35 | 86.49 | 83.96 | 84.26 | 72.76 | 80.87 | ||
2022.03 | 75.58 | 84.33 | 79.67 | 85.79 | 81.24 | 84.25 | 80.79 | 81.81 | |
2021.04 | 75.3 | 84.67 | 80.19 | 85.4 | 80.82 | 84.25 | 80.39 | 81.57 | |
2023.05 | 75.3 | 84.67 | 80.19 | 85.4 | 80.82 | 84.25 | 80.39 | 81.57 | |
2025.05 | 75.3 | 84.67 | 80.19 | 85.4 | 80.82 | 84.25 | 68.38 | 79.86 | |
2022.03 | 75.22 | 84.93 | 81.37 | 85.94 | 80.94 | 84.78 | 80.38 | 81.94 | |
2022.03 | 75.13 | 84.35 | 80.26 | 85.45 | 80.83 | 84.29 | 80.39 | 81.53 | |
2023.05 | 75.1 | 85.54 | 80.58 | 86 | 81.24 | 84.57 | 80.36 | 81.91 | |
2023.05 | 75.03 | 85.88 | 81.48 | 86.33 | 81.4 | 84.93 | 80.98 | 82.29 | |
| 74.95 | 83.86 | 77.5 | 85.8 | 83.22 | 83.94 | 72.56 | 80.26 | ||
2023.05 | 74.86 | 85.09 | 81.24 | 85.96 | 81.33 | 84.96 | 81.36 | 82.08 | |
2021.04 | 74.84 | 83.2 | 78.07 | 83.84 | 77.93 | 81.46 | 76.42 | 79.39 | |
2025.05 | 74.65 | 85.79 | 77.49 | 84.71 | 80.33 | 81.48 | 75.34 | 79.97 | |
2020.04 | 74.53 | 77 | 73.18 | 81.85 | 76.82 | 79.1 | 74.29 | 76.68 | |
2025.05 | 74.53 | 77 | 73.18 | 81.85 | 76.82 | 79.1 | 74.29 | 76.68 | |
2020.04 | 74.49 | 78.64 | 74.88 | 83.28 | 77.1 | 79.42 | 73.77 | 77.37 | |
2025.05 | 74.44 | 77.73 | 73.58 | 81.93 | 77.98 | 80.82 | 78.42 | 77.84 | |
2025.06 | 74.4 | 83.1 | 76.3 | 83.7 | 78.8 | 81.3 | 73 | 78.6 | |
2023.05 | 74.36 | 85.07 | 80.64 | 87.21 | 83.36 | 86.26 | 79.68 | 82.37 | |
2023.05 | 74.07 | 83.93 | 77.05 | 83.66 | 78.76 | 81.36 | 76.77 | 79.37 | |
2023.05 | 73.94 | 84.74 | 77.28 | 84.99 | 81.74 | 81.88 | 69.5 | 79.15 | |
2025.06 | 73.9 | 84 | 76.5 | 84.3 | 80.6 | 81.8 | 75.3 | 79.5 | |
2025.06 | 73.6 | 83.8 | 77.4 | 84 | 81.5 | 82.3 | 71.2 | 79.1 | |
2025.06 | 73.6 | 84.4 | 77.2 | 84.9 | 82 | 82.6 | 74.6 | 79.9 | |
2025.06 | 73.4 | 82.6 | 75.6 | 83.5 | 80.8 | 80.5 | 74.1 | 78.6 | |
2025.06 | 73.2 | 80.5 | 75.4 | 83.2 | 79.7 | 79.7 | 73.7 | 77.9 | |
2025.06 | 73.1 | 83.2 | 76.5 | 83.9 | 82.2 | 81.2 | 72 | 78.9 | |
2021.09 | 73.1 | 82.31 | 76.49 | 83.71 | 79.64 | 81.7 | 69.7 | 78.09 | |
2025.05 | 73.08 | 82.13 | 76.73 | 85.58 | 80.23 | 83.09 | 79.32 | 80.02 | |
2022.03 | 73.03 | 85.18 | 76.7 | 84.19 | 79.69 | 80.62 | 70 | 78.49 | |
2025.05 | 72.99 | 79.63 | 75.09 | 82.52 | 79.93 | 82.61 | 78.43 | 78.74 | |
2021.04 | 72.86 | 83.99 | 75.62 | 84.77 | 81.8 | 81.98 | 71.26 | 78.9 | |
2025.01 | 72.86 | 83.99 | 75.62 | 84.77 | 81.8 | 81.98 | 71.26 | 78.9 | |
2025.05 | 72.84 | 86.1 | 81.15 | 88.49 | 85.08 | 83.56 | 79 | 82.31 | |
2025.06 | 72.8 | 81.7 | 76.1 | 83.4 | 81.5 | 80.7 | 69.9 | 78 | |
2023.05 | 72.61 | 81.92 | 75.09 | 80.42 | 76.26 | 77.1 | 70.43 | 76.26 | |
2023.05 | 72.58 | 84.5 | 79.48 | 86.92 | 84.19 | 85.85 | 79.64 | 81.88 | |
2025.05 | 72.51 | 79.92 | 74.93 | 82.93 | 78.44 | 81.88 | 79.34 | 78.55 | |
2020.04 | 72.39 | 78.06 | 75.26 | 81.79 | 76.35 | 78.64 | 73.85 | 76.62 | |
2025.05 | 72.3 | 81.97 | 75.48 | 82.86 | 79.88 | 83.22 | 80.72 | 79.49 | |
2022.03 | 72.28 | 84.43 | 76.47 | 83.9 | 80.54 | 80.59 | 71.23 | 78.49 | |
2023.05 | 72.28 | 84.43 | 76.47 | 83.9 | 80.54 | 80.59 | 71.23 | 78.49 | |
2020.04 | 72.27 | 78.46 | 74.9 | 80.99 | 76.25 | 79.23 | 73.75 | 76.55 | |
2021.09 | 71.99 | 81.85 | 75.73 | 83.32 | 79.97 | 81.19 | 69.47 | 77.64 | |
2023.05 | 71.98 | 85.74 | 77.94 | 85.94 | 80.08 | 81.2 | 74.28 | 79.69 | |
2025.06 | 71.7 | 82.7 | 75.9 | 84 | 81.3 | 82.3 | 70.3 | 78.3 | |
2023.05 | 71.68 | 83.5 | 76.42 | 83.46 | 78.39 | 79.03 | 71.76 | 77.9 | |
2022.03 | 71.56 | 84.58 | 76.98 | 84.47 | 80.6 | 81.6 | 69.87 | 78.54 | |
2023.05 | 71.56 | 84.58 | 76.98 | 84.47 | 80.6 | 81.6 | 69.87 | 78.54 | |
2021.04 | 71.54 | 72.49 | 70.8 | 78.74 | 73.69 | 77.77 | 74.46 | 74.21 | |
2023.05 | 71.54 | 72.49 | 70.8 | 78.74 | 73.69 | 77.77 | 74.46 | 74.21 | |
2025.06 | 71.4 | 81.8 | 74.8 | 83.6 | 77.5 | 79.5 | 72.6 | 77.3 | |
2023.05 | 71.24 | 81.55 | 75.67 | 81.42 | 78.77 | 80.1 | 71.31 | 77.15 | |
2025.06 | 71.2 | 79.7 | 73.8 | 83 | 77.8 | 78.5 | 72.1 | 76.6 | |
2021.04 | 70.97 | 76.53 | 73.19 | 79.09 | 74.3 | 77.03 | 72.91 | 74.89 | |
2022.03 | 70.97 | 76.53 | 73.19 | 79.09 | 74.3 | 77.03 | 72.91 | 74.89 | |
2023.05 | 70.97 | 76.53 | 73.19 | 79.09 | 74.3 | 77.03 | 72.91 | 74.89 | |
2021.05 | 70.69 | 82.96 | 74.13 | 82.78 | 76.66 | 77.53 | 70.37 | 76.45 | |
2023.05 | 70.69 | 82.96 | 74.13 | 82.78 | 76.66 | 77.53 | 70.47 | 76.45 | |
| 70.67 | 79.27 | 69.26 | 76.77 | 78.78 | 79.08 | 70.66 | 74.93 | ||
2023.05 | 70.62 | 81.51 | 76.29 | 85.05 | 81.36 | 84.34 | 78.22 | 79.63 | |
2021.04 | 70.46 | 77.07 | 74.46 | 81.64 | 76.43 | 79.49 | 76.65 | 76.6 | |
2023.05 | 70.46 | 77.07 | 74.46 | 81.64 | 76.43 | 79.49 | 76.65 | 76.6 | |
2023.05 | 70.27 | 81.26 | 71.25 | 80.49 | 77.18 | 77.82 | 68.09 | 75.2 | |
2025.06 | 70.2 | 82 | 75.5 | 83 | 81.5 | 80.8 | 69.9 | 77.6 | |
2021.04 | 70.16 | 81.77 | 73.24 | 81.36 | 80.65 | 80.22 | 68.56 | 76.57 | |
2023.05 | 70.16 | 81.77 | 73.24 | 81.36 | 80.65 | 80.22 | 68.56 | 76.57 | |
2025.01 | 70.16 | 81.77 | 73.24 | 81.36 | 80.65 | 80.22 | 68.56 | 76.57 | |
2023.05 | 70.05 | 83.43 | 75.49 | 82.81 | 82.12 | 82.38 | 71.19 | 78.21 | |
2025.06 | 69.9 | 79.8 | 72.9 | 81.9 | 77.8 | 76.6 | 68.4 | 75.3 | |
2021.04 | 69.78 | 77.27 | 74.35 | 82.01 | 77.46 | 79.12 | 76.21 | 76.6 | |
2022.03 | 69.78 | 77.27 | 74.35 | 82.01 | 77.46 | 79.12 | 76.21 | 76.6 | |
2023.05 | 69.78 | 77.27 | 74.35 | 82.01 | 77.46 | 79.12 | 76.21 | 76.6 | |
2021.04 | 69.65 | 77.57 | 74.66 | 82.27 | 78.39 | 79.52 | 76.91 | 77 | |
2022.03 | 69.65 | 77.57 | 74.66 | 82.27 | 78.39 | 79.52 | 76.91 | 77 | |
2023.05 | 69.65 | 77.57 | 74.66 | 82.27 | 78.39 | 79.52 | 76.91 | 77 | |
| 69.58 | 79.38 | 69.32 | 77.59 | 77.96 | 78.23 | 70.7 | 74.68 | ||
2024.12 | 69.5 | 82.71 | 74.18 | 79.64 | 80.6 | 78.89 | 73.6 | 77.02 | |
2025.06 | 69.5 | 81.6 | 74.1 | 82.4 | 80.9 | 79.9 | 67.3 | 76.5 | |
2021.05 | 69.5 | 75.97 | 74.22 | 78.83 | 78.92 | - | - | - | |
2024.12 | 69.48 | 83.39 | 74.32 | 80.71 | 81.24 | 79.24 | 74.26 | 77.52 | |
2025.05 | 69.21 | 80.19 | 73.91 | 80.66 | 78.3 | 82.69 | 78.21 | 77.6 | |
2023.05 | 69.17 | 84.36 | 75.09 | 83.99 | 78.61 | 79.54 | 71.97 | 77.53 | |
2025.06 | 69.1 | 80.4 | 72.7 | 81.1 | 78.2 | 73.9 | 66.6 | 74.6 | |
2025.06 | 68.7 | 82 | 74 | 82.1 | 81.1 | 80.6 | 69.2 | 76.8 | |
2024.12 | 68.52 | 83.44 | 75.23 | 79.36 | 81.33 | 80.37 | 74.51 | 77.54 |