Emotion
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
Emotion (test)
79.9Accuracy
38
Emotion
0.808ASR (%)
36
Emotion
87.68Accuracy
27
Emotion
1.73ATR Ratio
24
Emotion
5.637Delta AF Score
24
Emotion
3.27Delta 1 (Emotion)
24
Emotion
91.4Accuracy
22
Emotion (Out-of-domain)
0.429F1 Score
22
Emotion
100ASR
15
Emotion
0.6Correlation Coefficient
12
Emotion
0.997AUROC
12
Emotion (test)
95.2AUAC
12
Emotion
1.75TPR @ 0.1% FPR
11
Emotion
92.7Steering Success
11
Emotion Easy Task
1.4WER
11
Emotion (EM)
54.58Accuracy
11
Emotion
41PRR
10
Emotion multi-class (five random splits)
0.152NLL
9
Emotion 10-shot
65.5Accuracy
9
Emotion 5-shot
56.3Accuracy
9
Emotion 3-shot
55.5Accuracy (3-shot)
9
Emotion
2.25Total Communication Time ($10^3$ s)
9
emotion dataset
0.045Angular Distortion Index (Class)
8
Emotion
89Accuracy
8
emotion
11.3Runtime (ms/instance)
6