Sentiment Analysis On Tweeteval
평가 지표
ALL
Emoji
Emotion
Hate
Irony
Offensive
Sentiment
Stance
평가 결과
이 벤치마크에서 각 모델의 성능 결과
비교 표
| 모델 이름 | ALL | Emoji | Emotion | Hate | Irony | Offensive | Sentiment | Stance |
|---|---|---|---|---|---|---|---|---|
| tweeteval-unified-benchmark-and-comparative | 58.1 | 25.8 | 65.2 | 50.6 | 63.1 | 73.4 | 62.9 | 65.4 |
| tweeteval-unified-benchmark-and-comparative | 61.3 | 30.9 | 76.1 | 46.6 | 59.7 | 79.5 | 71.3 | 68 |
| tweeteval-unified-benchmark-and-comparative | 53.5 | 29.3 | 64.7 | 36.7 | 61.7 | 52.3 | 62.9 | 67.3 |
| tweeteval-unified-benchmark-and-comparative | 61.0 | 29.3 | 72.0 | 49.9 | 65.4 | 77.1 | 69.1 | 66.7 |
| tweeteval-unified-benchmark-and-comparative | 56.5 | 24.7 | 66.0 | 52.6 | 62.8 | 71.7 | 58.3 | 59.4 |
| xlm-t-a-multilingual-language-model-toolkit | 65.2 | 31.4 | 79.5 | 52.3 | 61.7 | 80.5 | 72.6 | 69.3 |
| bertweet-a-pre-trained-language-model-for | 67.9 | 33.4 | 79.3 | - | 82.1 | 79.5 | 73.4 | 71.2 |