DeBERTa XLarge V2 MNLI model

README.md

@@ -11,21 +11,22 @@ Please check the [official repository](https://github.com/microsoft/DeBERTa) for
 
 This the DeBERTa V2 xlarge model fine-tuned with MNLI task, 24 layers, 1536 hidden size. Total parameters 900M.
 
-| MNLI-m | MNLI-mm|
-|--------|--------|
-|91.74   |91.59   |
-
 #### Fine-tuning on NLU tasks
 
 We present the dev results on SQuAD 1.1/2.0 and several GLUE benchmark tasks.
 
-| Model             | SQuAD 1.1 | SQuAD 2.0 | MNLI-m | SST-2 | QNLI | CoLA | RTE  | MRPC | QQP  |STS-B|
-|-------------------|-----------|-----------|--------|-------|------|------|------|------|------|-----|
-| BERT-Large        | 90.9/84.1 | 81.8/79.0 | 86.6   | 93.2  | 92.3 | 60.6 | 70.4 | 88.0 | 91.3 |90.0 |
-| RoBERTa-Large     | 94.6/88.9 | 89.4/86.5 | 90.2   | 96.4  | 93.9 | 68.0 | 86.6 | 90.9 | 92.2 |92.4 |
-| XLNet-Large       | 95.1/89.7 | 90.6/87.9 | 90.8   | 97.0  | 94.9 | 69.0 | 85.9 | 90.8 | 92.3 |92.5 |
-| DeBERTa-Large     | 95.5/90.1 | 90.7/88.0 | 91.1   | 96.5  | 95.3 | 69.5 | 88.1 | 92.5 | 92.3 |92.5 |
-| **DeBERTa-XLarge-V2** | -     | -        | **91.7**| -     | -    | -    | -    | -    | -    |-    |
+| Model                     | SQuAD 1.1 | SQuAD 2.0 | MNLI-m/mm   | SST-2 | QNLI | CoLA | RTE    | MRPC(acc/f1) | QQP  |STS-B|
+|---------------------------|-----------|-----------|-------------|-------|------|------|--------|--------------|------|-----|
+| BERT-Large                | 90.9/84.1 | 81.8/79.0 | 86.6/-      | 93.2  | 92.3 | 60.6 | 70.4   | 88.0/-       | 91.3 |90.0 |
+| RoBERTa-Large             | 94.6/88.9 | 89.4/86.5 | 90.2/-      | 96.4  | 93.9 | 68.0 | 86.6   | 90.9/-       | 92.2 |92.4 |
+| XLNet-Large               | 95.1/89.7 | 90.6/87.9 | 90.8/-      | 97.0  | 94.9 | 69.0 | 85.9   | 90.8/-       | 92.3 |92.5 |
+| DeBERTa-Large             | 95.5/90.1 | 90.7/88.0 | 91.3/91.1   | 96.5  | 95.3 | 69.5 | 86.6   | 92.6/94.6    | 92.3 |92.5 |
+| DeBERTa-XLarge            | -/-       | -/-       | 91.5/91.0   | -     | -    | -    | 89.5   | 92.1/94.3    | -    |-    |
+| DeBERTa-XLarge-V2         | -         | -         | 91.7/91.6   | -     | -    | -    | -      | -            | -    |-    |
+|**DeBERTa-XXLarge-V2(60%)**| 96.1/91.4 | 92.2/89.7 |**91.7/91.8**| -     | -    | -    | -      | -            | -    |-    |
+| DeBERTa-XLarge-V2-mnli    | -         | -         | 91.7/91.6   | -     | -    | -    | 93.9   | -            | -    |-    |
+|**DeBERTa-XXLarge-V2-mnli**| -         | -         |**91.7/91.8**| -     | -    | -    | 93.5   | -            | -    |-    |
+
 
 ### Citation