Natural Language Understanding on GLUE (test) (SST-2, CoLA, MRPC, QQP, MNLI-mm, QNLI, STS-B, RTE)
98.6MNLI-mm
RING
Updated 1mo ago
Evaluation Results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
2026.01 | 98.6 | 88.8 | 91.5 | 92.4 | 58.5 | 88.2 | 88.2 | 76.5 | - | - | - | - | |
2026.01 | 97.6 | 90.2 | 90.5 | 92.6 | 62.2 | 89.2 | 88.1 | 75.2 | - | - | - | - | |
2026.01 | 97.2 | 88.6 | 90.6 | 91.2 | 56.2 | 81.1 | 86.5 | 71 | - | - | - | - | |
2026.02 | 90.6 | 91.6 | 94.9 | 96.2 | 68.2 | 92.6 | 90.9 | 87.4 | 89 | - | - | - | |
2026.02 | 90.6 | 91.6 | 94.8 | 96.2 | 68.2 | 92.3 | 90.2 | 85.2 | 88.6 | - | - | - | |
2026.02 | 90.5 | 91.7 | 94.8 | 96.6 | 67.8 | 91.9 | 89.7 | 80.1 | 87.9 | - | - | - | |
2026.02 | 90.3 | 91.5 | 94.7 | 96.3 | 66.3 | 91.5 | 87.7 | 72.9 | 86.4 | - | - | - | |
2026.02 | 90.2 | 92.2 | 94.7 | 96.4 | 68 | 92.4 | 90.9 | 86.6 | 88.9 | - | - | - | |
2026.02 | 90.2 | 91.9 | 94.8 | 96.1 | 68.3 | 92.1 | 90.2 | 83.8 | 88.4 | - | - | - | |
2026.02 | 90.2 | 89.7 | 94.7 | 96.2 | 67.7 | 91.4 | 90.2 | 84.2 | 88 | - | - | - | |
2026.02 | 89.9 | 92.1 | 94.7 | 96.2 | 66.5 | 91 | 88.7 | 83.4 | 87.8 | - | - | - | |
2026.02 | 87.6 | 91.9 | 92.8 | 94.8 | 63.6 | 91.2 | 90.2 | 78.7 | 86.4 | - | - | - | |
2026.01 | 87.5 | 86.1 | 90.8 | 90.9 | 59.5 | 89.8 | 88.2 | 74.6 | - | - | - | - | |
2026.02 | 87.5 | 90.8 | 93.3 | 95.1 | 63.4 | 91.5 | 89.7 | 86.6 | 87.2 | - | - | - | |
2026.02 | 87.3 | 90.6 | 93 | 94.7 | 62.6 | 90.3 | 88.4 | 75.9 | 85.4 | - | - | - | |
2026.02 | 87.1 | 90.2 | 93.1 | 94.2 | 60.8 | 89.7 | 88.5 | 71.5 | 84.4 | - | - | - | |
2026.02 | 85.7 | 89 | 92 | 95.1 | 59 | 90.4 | 89.2 | 75.8 | 84.5 | - | - | - | |
2026.01 | 85.5 | 87.2 | 90 | 90.4 | 62 | 88.8 | 87.8 | 71.8 | - | - | - | - | |
2026.02 | 84.7 | 84 | 91.8 | 93.7 | 62 | 90.8 | 92.7 | 81.5 | 85.2 | - | - | - | |
2026.02 | 83.5 | 86.92 | 86.47 | 92.78 | 80.57 | 85.6 | 77.45 | 58.14 | 81.43 | - | - | - | |
2026.02 | 83.35 | 86.96 | 86.55 | 91.51 | 80.73 | 86.6 | 86.52 | 72.56 | 84.35 | - | - | - | |
2026.02 | 82.58 | 86.09 | 85.78 | 91.97 | 80.44 | 85.63 | 83.58 | 59.95 | 82 | - | - | - | |
2026.02 | 82.5 | 84.47 | 87.59 | 92.78 | 81.4 | 85.6 | 84.31 | 54.51 | 81.65 | - | - | - | |
2026.02 | 82.29 | 84.44 | 86.36 | 91.63 | 81.78 | 87.91 | 86.03 | 66.43 | 83.36 | - | - | - | |
2026.02 | 82.19 | 85.39 | 86.89 | 92.29 | 80.15 | 86.92 | 85.05 | 67.87 | 81.33 | - | - | - | |
2026.02 | 79.28 | 83.82 | 80.58 | 89.22 | 79.44 | 79.6 | 77.23 | 55.6 | 78.1 | - | - | - | |
2026.03 | 52.44 | - | 59.86 | 90.37 | - | - | - | 58.56 | - | 81.36 | 54.05 | 4.75 | |
2026.03 | 49.04 | - | 59.8 | 89.66 | - | - | - | 56.1 | - | 81.5 | 54.37 | 8.32 | |
2026.03 | 47.1 | - | 52.06 | 69.36 | - | - | - | 54.15 | - | 48.13 | 45.73 | 0.54 | |
2026.03 | 46.6 | - | 59.48 | 89.29 | - | - | - | 54.66 | - | 79.37 | 54.04 | 3.68 | |
2026.03 | 46.54 | - | 53.84 | 87.41 | - | - | - | 52.92 | - | 77.33 | 51.62 | 5.2 | |
2026.03 | 46.48 | - | 54.3 | 88.03 | - | - | - | 54.3 | - | 77.33 | 51.09 | 3.94 | |
2026.03 | 46.42 | - | 59 | 86.74 | - | - | - | 53.65 | - | 77.69 | 46.16 | 0.81 | |
2026.03 | 46.42 | - | 54.42 | 86.95 | - | - | - | 52.92 | - | 77.33 | 49.52 | 4.67 | |
2026.03 | 46.42 | - | 52.68 | 86.95 | - | - | - | 52.71 | - | 77.33 | 47.74 | 3.71 | |
2026.03 | 46.42 | - | 52.88 | 86.83 | - | - | - | 53.86 | - | 77.33 | 50.93 | 4.56 | |
2026.03 | 42.8 | - | 52.6 | 88.4 | - | - | - | 51.8 | - | 68.9 | 53.7 | 5 | |
2026.03 | 42.5 | - | 53.1 | 87.6 | - | - | - | 53.5 | - | 78.1 | 56.4 | 4.6 | |
2026.03 | 40.8 | - | 48.7 | 78.1 | - | - | - | 50.18 | - | 77.69 | 29.37 | 0.79 |