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Models/RoBERTa-Base

RoBERTa-Base

Reported on 8 benchmarks across 1 task · 1 paper

Note: results are matched by exact model name. Different papers may use the same name for different model variants.

Natural Language Processing8 results

Sentiment AnalysisonTweetEval
ALL· 2020-10-23
61.3
best: 67.9 (BERTweet)
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification arXiv:2010.12421
Sentiment AnalysisonTweetEval
Emoji· 2020-10-23
30.9
best: 33.4 (BERTweet)
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification arXiv:2010.12421
Sentiment AnalysisonTweetEval
Emotion· 2020-10-23
76.1
best: 79.5 (RoB-RT)
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification arXiv:2010.12421
Sentiment AnalysisonTweetEval
Hate· 2020-10-23
46.6
best: 52.6 (LSTM)
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification arXiv:2010.12421
Sentiment AnalysisonTweetEval
Irony· 2020-10-23
59.7
best: 82.1 (BERTweet)
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification arXiv:2010.12421
Sentiment AnalysisonTweetEval
Offensive· 2020-10-23
79.5
best: 80.5 (RoB-RT)
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification arXiv:2010.12421
Sentiment AnalysisonTweetEval
Sentiment· 2020-10-23
71.3
best: 73.4 (BERTweet)
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification arXiv:2010.12421
Sentiment AnalysisonTweetEval
Stance· 2020-10-23
68
best: 71.2 (BERTweet)
TweetEval: Unified Benchmark and Comparative Evaluation for Tweet Classification arXiv:2010.12421