Sentiment Regression on MOSI (test)
0.709R^2SENTECON
Evaluation Results
| Method | Links | |
|---|---|---|
| SENTECONInterpretable?=Yes, M_theta=Fine-tuned, Base Lexicon=Empath (E)2023.05 | 0.709 | |
| SENTECON+Interpretable?=Yes, M_theta=Fine-tuned, Base Lexicon=Empath (E)2023.05 | 0.702 | |
| MPNetInterpretable?=No, M_theta=Fine-tuned2023.05 | 0.694 | |
| SENTECON+Interpretable?=Yes, M_theta=Fine-tuned, Base Lexicon=LIWC (L)2023.05 | 0.673 | |
| SENTECONInterpretable?=Yes, M_theta=Fine-tuned, Base Lexicon=LIWC (L)2023.05 | 0.672 | |
| SENTECONBase Lexicon=LIWC, Interpretable=Yes, M_theta=Pre-trained2023.05 | 0.505 | |
| SENTECON+Base Lexicon=LIWC, Interpretable=Yes, M_theta=Pre-trained2023.05 | 0.487 | |
| Pre-trained MPNetInterpretable=No, M_theta=None2023.05 | 0.482 | |
| SENTECON+Base Lexicon=Empath, Interpretable=Yes, M_theta=Pre-trained2023.05 | 0.468 | |
| SENTECONBase Lexicon=Empath, Interpretable=Yes, M_theta=Pre-trained2023.05 | 0.45 | |
| LIWC+word2vecBase Lexicon=LIWC, Interpretable=Yes, M_theta=None2023.05 | 0.27 | |
| Empath+word2vecBase Lexicon=Empath, Interpretable=Yes, M_theta=None2023.05 | 0.222 | |
| LexiconBase Lexicon=LIWC, Interpretable=Yes, M_theta=None2023.05 | 0.202 | |
| Majority / meanInterpretable=No, M_theta=None2023.05 | -0.001 |