CoCo-LoRA
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.04 | 95.06 | 63.41 | 55.11 | 54.37 | 58.71 | 78.99 | 81.53 | 53 | 58.51 | 56.63 | 67.66 | 54.78 | |
2026.04 | 94.86 | 62.45 | 55.37 | 57.72 | 63.98 | 78.69 | 82.25 | 53 | 55 | 66.73 | 75.55 | 61.74 | |
2026.04 | 94.7 | 57.13 | 53.79 | 54.47 | 54.13 | 77.39 | 81.28 | 53.98 | 53.89 | 58.39 | 53.19 | 53.8 | |
2026.04 | 94.65 | 86.16 | 88.83 | 84.16 | 73.73 | 83.83 | 81.36 | 75.56 | 76.99 | 63.75 | 92.2 | 90.19 | |
2026.04 | 94.64 | 79.64 | 53 | 56.72 | 64 | 79.37 | 81.32 | 54.5 | 53.54 | 60.57 | 75.86 | 56.03 | |
2026.04 | 94.63 | 55.76 | 53.37 | 55.27 | 56.06 | 77.52 | 83.06 | 53.69 | 53 | 59.03 | 55.67 | 53.43 | |
2026.04 | 94.1 | 86.95 | 83.55 | 81.32 | 79.61 | 83.25 | 78.36 | 84.15 | 87.5 | 65.72 | 93.27 | 91.05 | |
2026.04 | 94.1 | 53.99 | 53 | 55.45 | 54.23 | 77.43 | 83.44 | 53.27 | 58.6 | 64.31 | 53.72 | 53.08 | |
2026.04 | 94.06 | 86.05 | 80.95 | 81 | 83.53 | 83.91 | 78.79 | 76.33 | 87.51 | 70.86 | 91.26 | 92.98 | |
2026.04 | 93.88 | 87.36 | 73.03 | 83.36 | 81.42 | 83.99 | 78.82 | 51.05 | 64.98 | 66.81 | 93.12 | 93.82 | |
2026.04 | 93.65 | 81.82 | 78.77 | 83.41 | 84.27 | 84.75 | 81.39 | 85.99 | 87.54 | 66.68 | 93.94 | 93.04 | |
2026.04 | 93.64 | 84.14 | 81.71 | 79.34 | 83.32 | 84.92 | 81.49 | 74.64 | 88.53 | 70.37 | 93.58 | 91.78 | |
2026.04 | 93.59 | 85.56 | 76.64 | 80.41 | 83.06 | 84.68 | 82.59 | 75.14 | 89.28 | 75.99 | 93.93 | 93.32 | |
2026.04 | 93.38 | 85.77 | 80.65 | 80 | 82.73 | 82.57 | 77.17 | 66.81 | 87.35 | 64.91 | 91.66 | 90.02 | |
2026.04 | 93.19 | 88.37 | 87.9 | 86.63 | 84.88 | 84.22 | 82.34 | 83.46 | 87.93 | 80.9 | 92.52 | 92.58 | |
2026.04 | 93.03 | 87.48 | 73.82 | 83.59 | 82.31 | 83.54 | 80.51 | 73.44 | 86.72 | 75.24 | 91.31 | 91.7 | |
2026.04 | 92.91 | 86.13 | 74.92 | 82.4 | 84.16 | 84.32 | 79.67 | 75.47 | 87.85 | 73.35 | 92.17 | 93.04 | |
2026.04 | 92.59 | 87.13 | 86.24 | 83.29 | 82.11 | 83.39 | 79.64 | 79.07 | 87.03 | 72.57 | 90.84 | 92.21 | |
2026.04 | 92.58 | 82.76 | 81.89 | 78.76 | 81.86 | 84.13 | 78.73 | 72.91 | 86.68 | 69.79 | 92.01 | 91.36 | |
2026.04 | 91.79 | 65.82 | 51.92 | 53.92 | 52.36 | 76.32 | 75.83 | 52.63 | 51.53 | 55.78 | 62.6 | 55.07 | |
2026.04 | 91.64 | 52.23 | 53.25 | 51.19 | 51.87 | 74.24 | 72.82 | 51.43 | 50.6 | 51.24 | 51.29 | 51.25 | |
2026.04 | 90.92 | 53.15 | 50.25 | 51.92 | 50.3 | 72.8 | 72.5 | 60.17 | 50.03 | 52.86 | 50 | 50 | |
2026.04 | 90.86 | 86.08 | 84.29 | 85.66 | 83.69 | 85.09 | 82.22 | 83.73 | 83.4 | 79.47 | 90.32 | 89.98 | |
2026.04 | 90.78 | 84.83 | 74.03 | 81.31 | 79.98 | 82.67 | 79.56 | 75.44 | 82.01 | 71.68 | 87.18 | 88.43 | |
2026.04 | 90.54 | 84.6 | 70.41 | 81.87 | 78.13 | 80.51 | 80.38 | 78.71 | 84.84 | 72 | 88.27 | 86.56 | |
2026.04 | 85.62 | 82.1 | 83.84 | 82.06 | 73.47 | 83.85 | 81.77 | 70.05 | 80.54 | 81.57 | 83.9 | 83.83 | |
2026.04 | 84.86 | 77.93 | 75 | 73.41 | 69.89 | 80.11 | 79.08 | 61.88 | 71.29 | 71.74 | 80.05 | 81.22 | |
2026.04 | 84.47 | 78.35 | 70.11 | 76.1 | 71.19 | 79.01 | 78.18 | 68.18 | 65.96 | 71.8 | 78.71 | 76.86 | |
2026.04 | 81.76 | 75.1 | 72.52 | 71.75 | 64.75 | 78.89 | 79.1 | 62.52 | 66.45 | 72.02 | 77.42 | 77.76 | |
2026.04 | 80.84 | 74.22 | 69.86 | 74.06 | 66.94 | 79.33 | 79.18 | 68.26 | 66.13 | 70.23 | 74.85 | 76.94 | |
2026.04 | 80.51 | 50 | 50 | 50 | 52.97 | 71.4 | 69.07 | 59.62 | 50.2 | 51.42 | 50 | 50 | |
2026.04 | 75.96 | 79.29 | 80.12 | 80.81 | 75.73 | 85.11 | 81.98 | 68.45 | 75.09 | 79.84 | 79.47 | 83.45 |