Model card
RoBERTa.
UnknownunknownUnknown paramsUnknown
Imported from Papers With Code
§ 02 · Benchmarks
Every benchmark RoBERTa has a recorded score for.
| # | Benchmark | Area · Task | Metric | Value | Rank | Date | Source |
|---|---|---|---|---|---|---|---|
| 01 | RACE | Natural Language Processing · Reading Comprehension | accuracy | 83.2% | #2 | — | source ↗ |
| 02 | codesearchnet---go | Computer Vision · Optical Character Recognition | smoothed-bleu-4 | 26.1% | #4 | 2020-02-19 | source ↗ |
| 03 | CodeSearchNet | Computer Vision · Optical Character Recognition | smoothed-bleu-4 | 14.5% | #5 | 2020-02-19 | source ↗ |
| 04 | codesearchnet---python | Computer Vision · Optical Character Recognition | smoothed-bleu-4 | 14.9% | #5 | 2020-02-19 | source ↗ |
| 05 | codesearchnet---php | Computer Vision · Optical Character Recognition | smoothed-bleu-4 | 19.9% | #6 | 2020-02-19 | source ↗ |
| 06 | codesearchnet---ruby | Computer Vision · Optical Character Recognition | smoothed-bleu-4 | 7.3% | #6 | 2020-02-19 | source ↗ |
| 07 | SQuAD v2.0 | Natural Language Processing · Question Answering | f1 | 89.8% | #6 | — | source ↗ |
| 08 | codesearchnet---java | Computer Vision · Optical Character Recognition | smoothed-bleu-4 | 13.2% | #10 | 2020-02-19 | source ↗ |
| 09 | codesearchnet---javascript | Computer Vision · Optical Character Recognition | smoothed-bleu-4 | 5.7% | #14 | 2020-02-19 | source ↗ |
Rank column shows this model’s position vs all other models scored on the same benchmark + metric (competitors after the slash). #1 in red means current SOTA. Sorted by rank, then newest result.
§ 03 · Strengths by area
Where RoBERTa actually performs.
§ 04 · Papers
2 papers with results for RoBERTa.
- 2020-02-19· Computer Vision· 7 results
CodeBERT: A Pre-Trained Model for Programming and Natural Languages
- 2019-07-26· 2 results
RoBERTa: A Robustly Optimized BERT Pretraining Approach
§ 05 · Related models
Other Unknown models scored on Codesota.
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MonkeyOCR-pro-3B
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SSTD
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TextBoxes++_MS
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§ 06 · Sources & freshness
Where these numbers come from.
papers-with-code
7
results
pwc-dump
2
results
7 of 9 rows marked verified.