GoEmotions
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
GoEmotions v1.0 (test)
42Average F1
38
GoEmotions
55.8Accuracy
23
GoEmotions
23Average Attribution F1
18
GoEmotions
1,728Elo Score (Topic Judge)
16
GoEmotions (500 held-out pairs)
0.66Spearman Rho
16
GoEmotions
8ARI
10
GoEmotions (test)
45.2Accuracy
10
GoEmotions
81.63Accuracy
10
GoEmotions
71.61Recall
9
GoEmotions
27.89Accuracy
9
GoEmotions
2.8Rating Score
8
GoEmotions
31P1
8
GoEmotions (test)
69.8AUROC
7
GoEmotions (test)
58.5AURC
7
GoEmotions Ekman taxonomy mapping (test)
46.15Anger Score
7
GoEmotions EN (test)
53.4F1 Score
6
GoEmotions (test)
55.18F1 (macro)
6
GoEmotions (test)
46F1 Score
6
GoEmotions (test)
0.471Spearman Correlation (ρ)
5
GoEmotions core set
0.299Mean JSD
5
GoEmotions LoRA
5.67Macro F1 Score
5
GoEmotions
39.5F1 Score
5
GoEmotions
0.528F1 Macro
5
GoEmotions
6.5ECE
4
GoEmotions
37.57Accuracy
2