. | CoLA . | SST-2 . | MRPC . | STS-B . | QQP . | MNLI . | QNLI . | RTE . | (Avg) . |
---|---|---|---|---|---|---|---|---|---|
Google BERT | 59.3 | 95.2 | 88.5/84.3 | 86.4/88.0 | 71.2/89.0 | 86.1/85.7 | 93.0 | 71.1 | 80.4 |
Our BERT | 58.6 | 93.9 | 90.1/86.6 | 88.4/89.1 | 71.8/89.3 | 87.2/86.6 | 93.0 | 74.7 | 81.1 |
Our BERT-1seq | 63.5 | 94.8 | 91.2/87.8 | 89.0/88.4 | 72.1/89.5 | 88.0/87.4 | 93.0 | 72.1 | 81.7 |
SpanBERT | 64.3 | 94.8 | 90.9/87.9 | 89.9/89.1 | 71.9/89.5 | 88.1/87.7 | 94.3 | 79.0 | 82.8 |
. | CoLA . | SST-2 . | MRPC . | STS-B . | QQP . | MNLI . | QNLI . | RTE . | (Avg) . |
---|---|---|---|---|---|---|---|---|---|
Google BERT | 59.3 | 95.2 | 88.5/84.3 | 86.4/88.0 | 71.2/89.0 | 86.1/85.7 | 93.0 | 71.1 | 80.4 |
Our BERT | 58.6 | 93.9 | 90.1/86.6 | 88.4/89.1 | 71.8/89.3 | 87.2/86.6 | 93.0 | 74.7 | 81.1 |
Our BERT-1seq | 63.5 | 94.8 | 91.2/87.8 | 89.0/88.4 | 72.1/89.5 | 88.0/87.4 | 93.0 | 72.1 | 81.7 |
SpanBERT | 64.3 | 94.8 | 90.9/87.9 | 89.9/89.1 | 71.9/89.5 | 88.1/87.7 | 94.3 | 79.0 | 82.8 |