Text Classification on Emotion (ASR, Sim, Total-Qry)
0.808ASR (%)CEMA
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CEMAVictim Model=dis-emotion (A), Number of Clusters=22025.08 | 0.808 | 0.926 | 100 | |
| CEMAVictim Model=dis-emotion (A), Number of Clusters=32025.08 | 0.654 | 0.926 | 100 | |
| CEMAVictim Model=ro-emotion (B), Number of Clusters=22025.08 | 0.604 | 0.931 | 100 | |
| CEMAVictim Model=ro-emotion (B), Number of Clusters=32025.08 | 0.596 | 0.931 | 100 | |
| FDVictim Model=dis-emotion (A), Number of Clusters=22025.08 | 0.471 | 0.948 | 66,035 | |
| PSOVictim Model=dis-emotion (A), Number of Clusters=22025.08 | 0.4685 | 0.945 | 19,713 | |
| PSOVictim Model=ro-emotion (B), Number of Clusters=22025.08 | 0.4495 | 0.964 | 19,757 | |
| HotflipVictim Model=ro-emotion (B), Number of Clusters=22025.08 | 0.4165 | 0.952 | 22,409 | |
| LeapVictim Model=dis-emotion (A), Number of Clusters=32025.08 | 0.4055 | 0.926 | 21,503 | |
| PSOVictim Model=dis-emotion (A), Number of Clusters=32025.08 | 0.395 | 0.952 | 26,144 | |
| PSOVictim Model=ro-emotion (B), Number of Clusters=32025.08 | 0.3765 | 0.951 | 26,741 | |
| LeapVictim Model=ro-emotion (B), Number of Clusters=32025.08 | 0.3765 | 0.911 | 21,614 | |
| HQAVictim Model=dis-emotion (A), Number of Clusters=32025.08 | 0.374 | 0.912 | 49,592 | |
| HQAVictim Model=dis-emotion (A), Number of Clusters=22025.08 | 0.3735 | 0.934 | 65,725 | |
| HQAVictim Model=ro-emotion (B), Number of Clusters=32025.08 | 0.364 | 0.911 | 51,184 | |
| HQAVictim Model=ro-emotion (B), Number of Clusters=22025.08 | 0.3585 | 0.925 | 47,449 | |
| TextBuggerVictim Model=dis-emotion (A), Number of Clusters=22025.08 | 0.351 | 0.981 | 25,216 | |
| BaeVictim Model=ro-emotion (B), Number of Clusters=32025.08 | 0.3295 | 0.923 | 48,244 | |
| BaeVictim Model=dis-emotion (A), Number of Clusters=32025.08 | 0.3225 | 0.926 | 48,266 | |
| BaeVictim Model=dis-emotion (A), Number of Clusters=22025.08 | 0.3155 | 0.925 | 59,626 | |
| CT-GATVictim Model=ro-emotion (B), Number of Clusters=32025.08 | 0.3085 | 0.906 | 56,001 | |
| TextBuggerVictim Model=ro-emotion (B), Number of Clusters=22025.08 | 0.294 | 0.981 | 25,128 | |
| HotflipVictim Model=dis-emotion (A), Number of Clusters=32025.08 | 0.29 | 0.949 | 31,559 | |
| BaeVictim Model=ro-emotion (B), Number of Clusters=22025.08 | 0.285 | 0.924 | 55,935 | |
| HotflipVictim Model=dis-emotion (A), Number of Clusters=22025.08 | 0.283 | 0.942 | 21,658 | |
| CT-GATVictim Model=dis-emotion (A), Number of Clusters=32025.08 | 0.281 | 0.904 | 57,593 | |
| HotflipVictim Model=ro-emotion (B), Number of Clusters=32025.08 | 0.2805 | 0.949 | 31,824 | |
| CT-GATVictim Model=ro-emotion (B), Number of Clusters=22025.08 | 0.2675 | 0.927 | 47,139 | |
| LeapVictim Model=dis-emotion (A), Number of Clusters=22025.08 | 0.263 | 0.934 | 15,492 | |
| CT-GATVictim Model=dis-emotion (A), Number of Clusters=22025.08 | 0.259 | 0.916 | 47,338 | |
| FDVictim Model=dis-emotion (A), Number of Clusters=32025.08 | 0.223 | 0.932 | 28,310 | |
| TextBuggerVictim Model=ro-emotion (B), Number of Clusters=32025.08 | 0.2145 | 0.978 | 67,029 | |
| TextBuggerVictim Model=dis-emotion (A), Number of Clusters=32025.08 | 0.2085 | 0.978 | 67,007 | |
| FDVictim Model=ro-emotion (B), Number of Clusters=22025.08 | 0.2075 | 0.979 | 26,719 | |
| FDVictim Model=ro-emotion (B), Number of Clusters=32025.08 | 0.175 | 0.982 | 40,730 | |
| LeapVictim Model=ro-emotion (B), Number of Clusters=22025.08 | 0.155 | 0.939 | 15,315 |