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@@ -160,13 +160,13 @@ The following table contains test results on the HuggingFace model in comparison
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| Task | Metric | Result | | Training time | |
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| ----- | ---------------------- | ------------------------------------------------------------------------------- | ------------------------------------------------------------------------- | ------------- | -------- |
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| | | Bert | FNet | Bert | FNet |
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| CoLA | Matthews corr | [59.57](https://huggingface.co/gchhablani/bert-base-cased-finetuned-cola) | [35.94](https://huggingface.co/gchhablani/fnet-base-finetuned-cola) | 14:20 | 09:47 |
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| SST-2 | Accuracy | [92.32](https://huggingface.co/gchhablani/bert-base-cased-finetuned-sst2) | [89.45](https://huggingface.co/gchhablani/fnet-base-finetuned-sst2) | 01:42:17 | 01:09:27 |
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| MRPC | F1/Accuracy | [90.26/86.03](https://huggingface.co/gchhablani/bert-base-cased-finetuned-mrpc) | [85.02/77.21](https://huggingface.co/gchhablani/fnet-base-finetuned-mrpc) | 11:12 | 07:48 |
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| STS-B | Pearson/Spearman corr. | [89.26/88.98](https://huggingface.co/gchhablani/bert-base-cased-finetuned-stsb) | [82.56/82.19](https://huggingface.co/gchhablani/fnet-base-finetuned-stsb) | 10:24 | 07:09 |
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| QQP | Accuracy/F1 | [90.84/87.68](https://huggingface.co/gchhablani/bert-base-cased-finetuned-qqp) | [88.47/84.66](https://huggingface.co/gchhablani/fnet-base-finetuned-qqp) | 09:25:01 | 06:21:16 |
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| MNLI | Accuracy | [84.10](https://huggingface.co/gchhablani/bert-base-cased-finetuned-mnli) | [76.75](https://huggingface.co/gchhablani/fnet-base-finetuned-mnli) | 09:52:33 | 06:40:55 |
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| QNLI | Accuracy | [90.99](https://huggingface.co/gchhablani/bert-base-cased-finetuned-qnli) | [84.39](https://huggingface.co/gchhablani/fnet-base-finetuned-qnli) | 02:40:22 | 01:48:22 |
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| RTE | Accuracy | [67.15](https://huggingface.co/gchhablani/bert-base-cased-finetuned-qnli) | [62.82](https://huggingface.co/gchhablani/fnet-base-finetuned-qnli) | 04:51 | 03:24 |
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| WNLI | Accuracy | [46.48](https://huggingface.co/gchhablani/bert-base-cased-finetuned-wnli) | [54.93](https://huggingface.co/gchhablani/fnet-base-finetuned-wnli) | 03:23 | 02:37 |
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| Task | Metric | Result | | Training time | |
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| ----- | ---------------------- | ------------------------------------------------------------------------------- | ------------------------------------------------------------------------- | ------------- | -------- |
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| | | Bert | FNet | Bert | FNet |
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| MNLI | Accuracy | [84.10](https://huggingface.co/gchhablani/bert-base-cased-finetuned-mnli) | [76.75](https://huggingface.co/gchhablani/fnet-base-finetuned-mnli) | 09:52:33 | 06:40:55 |
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| QQP | mean(Accuracy,F1) | [90.84/87.68](https://huggingface.co/gchhablani/bert-base-cased-finetuned-qqp) | [88.47/84.66](https://huggingface.co/gchhablani/fnet-base-finetuned-qqp) | 09:25:01 | 06:21:16 |
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| QNLI | Accuracy | [90.99](https://huggingface.co/gchhablani/bert-base-cased-finetuned-qnli) | [84.39](https://huggingface.co/gchhablani/fnet-base-finetuned-qnli) | 02:40:22 | 01:48:22 |
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| SST-2 | Accuracy | [92.32](https://huggingface.co/gchhablani/bert-base-cased-finetuned-sst2) | [89.45](https://huggingface.co/gchhablani/fnet-base-finetuned-sst2) | 01:42:17 | 01:09:27 |
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| CoLA | Matthews corr | [59.57](https://huggingface.co/gchhablani/bert-base-cased-finetuned-cola) | [35.94](https://huggingface.co/gchhablani/fnet-base-finetuned-cola) | 14:20 | 09:47 |
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| STS-B | Spearman corr. | [89.26/88.98](https://huggingface.co/gchhablani/bert-base-cased-finetuned-stsb) | [82.56/82.19](https://huggingface.co/gchhablani/fnet-base-finetuned-stsb) | 10:24 | 07:09 |
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| MRPC | mean(F1/Accuracy) | [90.26/86.03](https://huggingface.co/gchhablani/bert-base-cased-finetuned-mrpc) | [85.02/77.21](https://huggingface.co/gchhablani/fnet-base-finetuned-mrpc) | 11:12 | 07:48 |
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| RTE | Accuracy | [67.15](https://huggingface.co/gchhablani/bert-base-cased-finetuned-qnli) | [62.82](https://huggingface.co/gchhablani/fnet-base-finetuned-qnli) | 04:51 | 03:24 |
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| WNLI | Accuracy | [46.48](https://huggingface.co/gchhablani/bert-base-cased-finetuned-wnli) | [54.93](https://huggingface.co/gchhablani/fnet-base-finetuned-wnli) | 03:23 | 02:37 |
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