ST-MoE 32B
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2022.05 | 93.2 | 95.7 | 93.1 | - | 100 | 100 | 81 | 100 | 95 | - | 100 | 90.4 | 69.9 | 95.6 | - | |
2022.04 | 93.2 | 95.7 | 93.1 | - | 100 | 100 | 81 | 100 | 95 | - | 100 | 90.4 | 69.9 | 95.6 | - | |
2022.05 | 92.6 | 95.7 | 92.2 | - | 100 | 100 | 78.8 | 100 | 94 | - | 100 | 90.1 | 69.2 | 94.6 | - | |
2022.04 | 92.6 | 95.7 | 92.2 | - | 100 | 100 | 78.8 | 100 | 94 | - | 100 | 90.1 | 69.2 | 94.6 | - | |
2022.05 | 90.7 | 92.1 | 90.8 | - | 99 | 98.7 | 77.3 | 98.1 | 93.7 | - | 98.2 | 88.4 | 64.8 | 93.2 | - | |
2022.05 | 89.9 | 93.9 | 90.8 | - | 98 | 94.9 | 77.3 | 96.2 | 93.8 | - | 96.4 | 87.4 | 66.1 | 93.2 | - | |
2022.04 | 89.9 | 93.9 | 90.8 | - | 98 | 94.9 | 77.3 | 96.2 | 93.8 | - | 96.4 | 87.4 | 66.1 | 93.2 | - | |
2022.05 | 89.2 | 89.5 | 90.6 | - | 98 | 96.4 | 75.9 | 96.2 | 93 | - | 95.7 | 87.7 | 61.9 | 92.4 | - | |
2023.06 | 89 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 84.76 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.05 | 83.4 | 84.5 | 87.6 | - | 86 | 96.4 | 73.4 | 88.5 | 89.7 | - | 92.1 | 81.6 | 64 | 89.3 | - | |
2021.03 | 82.9 | 87.7 | 84.7 | - | 82 | 98.2 | 71.2 | 83.7 | 89.6 | 89 | 98.7 | 82.4 | 50.1 | - | - | |
2021.03 | 81.5 | 87 | 86.1 | - | 90 | 94.6 | 72.6 | 63.5 | 89 | 88.4 | 96.1 | 84.4 | 52.9 | - | - | |
2021.03 | 81.2 | 84.8 | 84.3 | - | 78 | 98.2 | 71.6 | 84.6 | 85.7 | 85 | 96.4 | 80.9 | 46.6 | - | - | |
2021.03 | 78.8 | 79.1 | 81.3 | - | 85 | 96.4 | 69.4 | 81.7 | 82.3 | 81.7 | 95 | 77.2 | 35 | - | - | |
2022.08 | 78.8 | 72.9 | 88 | - | 93 | 51.8 | 59.1 | 89.1 | - | 92.9 | - | 83.5 | - | - | - | |
2021.03 | 78 | 79.4 | 81.9 | - | 80 | 96.4 | 69 | 81.7 | 81.5 | 80.9 | 93.2 | 76.2 | 35.5 | - | - | |
2023.06 | 77.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 77 | 74 | 82.1 | - | 76 | 94.6 | 68.5 | 81.7 | 81.7 | 81.1 | 96.1 | 77.1 | 36.3 | - | - | |
2021.03 | 76.8 | 79.1 | 80.8 | - | 77 | 93.7 | 70.4 | 79.8 | 80.7 | 80.2 | 94.6 | 76.9 | 36.1 | - | - | |
2021.03 | 76 | 78.3 | 80.8 | - | 73 | 92.9 | 67.9 | 79.8 | 76.2 | 75.4 | 94.8 | 76.4 | 40 | - | - | |
2021.03 | 76 | 84.5 | 84.3 | - | 60 | 92.9 | 69 | 65.4 | 88.3 | 87.8 | 90.5 | 81.8 | 48 | - | - | |
2021.03 | 75.7 | 76.2 | 79.8 | - | 77 | 96.4 | 63.6 | 78.8 | 80.2 | 79.6 | 97.3 | 74.6 | 32.1 | - | - | |
2021.03 | 74.1 | 76.5 | 80.5 | - | 72 | 91.1 | 69.7 | 65.4 | 80 | 79.1 | 91 | 77.2 | 38.2 | - | - | |
2023.06 | 72.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 72.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 72 | 73.6 | 80.1 | - | 69 | 92.9 | 71 | 64.4 | 76.3 | 75.6 | 94.8 | 71.9 | 24.1 | - | - | |
2023.06 | 71.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 71.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 70.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 70.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 70.7 | 71.2 | 77 | - | 71 | 85.7 | 64.7 | 72.1 | 73.5 | 72.8 | 89.5 | 72.1 | 26.1 | - | - | |
2022.08 | 69.16 | 68.59 | 69.44 | - | 78 | 67.9 | 53.29 | 68.27 | - | 88.4 | - | 59.57 | - | - | - | |
2023.06 | 69.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 67.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 67.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 67.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 67.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 67.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 67 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 66.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 66.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 66.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2021.03 | 66.1 | 70 | 74.9 | - | 66 | 76.8 | 68.8 | 65.4 | 65.4 | 64.9 | 70.9 | 68.4 | 21.5 | - | - | |
2023.06 | 66.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 66.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 65.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 65.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 65.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 65.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 65.09 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 64.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 63.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 63.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 63.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 63.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 63.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 63.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 63.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 63.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.08 | 63 | 60.7 | 63.1 | - | 85 | 41.1 | 49.8 | 79.9 | - | 88.1 | - | 36.2 | - | - | - | |
2023.06 | 62.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 62.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 62.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 62.3 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 62.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 62 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 61.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 61.7 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 61.6 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 61.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 61.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.08 | 61.2 | 63.5 | 60.5 | - | 91 | 46.4 | 0 | 65.4 | - | 90.2 | - | 72.9 | - | - | - | |
2023.06 | 61 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 61 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 61 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 60.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 60.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 59.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 59.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 58.8 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 58.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.08 | 57.2 | 62.8 | 66.2 | - | 84 | 19.6 | 0 | 64.4 | - | 89 | - | 71.4 | - | - | - | |
2023.06 | 55.1 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 54.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 54.5 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 54 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 53.2 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 52.9 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 52.4 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2023.06 | 52 | - | - | - | - | - | - | - | - | - | - | - | - | - | - | |
2022.03 | - | 88.5 | 84.3 | 80.7 | 81 | 92 | 72.7 | 86.5 | - | - | - | - | - | - | - | |
2022.03 | - | 93.1 | 89.4 | 84.9 | 93 | 93.1 | 77.4 | 89.4 | - | - | - | - | - | - | - | |
2022.03 | - | 93.2 | 88.7 | 84.9 | 90 | 93.1 | 78.1 | 89.4 | - | - | - | - | - | - | - | |
2023.05 | - | - | 78.1 | - | 72 | 91.1 | - | - | - | - | - | 70.3 | - | - | - | |
2023.05 | - | - | 79.9 | - | 68 | 91.1 | - | - | - | - | - | 72.8 | - | - | - | |
2023.05 | - | - | 79.7 | - | 72 | 92.9 | - | - | - | - | - | 72.8 | - | - | - | |
2023.05 | - | - | 74.4 | - | 63 | 83.9 | - | - | - | - | - | 68.1 | - | - | - | |
2023.05 | - | - | 73 | - | 64 | 83.9 | - | - | - | - | - | 67.7 | - | - | - | |
2023.05 | - | - | 73.8 | - | 68 | 87.5 | - | - | - | - | - | 68.9 | - | - | - |