Mental state decoding on MDTB (test)
90AccuracyCSM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CSMN (training individuals)=112022.06 | 90 | 89.7 | |
| CSMN (training individuals)=62022.06 | 88.5 | 87.1 | |
| Net-BERTN (training individuals)=112022.06 | 87.5 | 84.3 | |
| AutoencodingN (training individuals)=112022.06 | 86.7 | 83.4 | |
| Seq-BERTN (training individuals)=112022.06 | 86.3 | 79.6 | |
| CSMN (training individuals)=32022.06 | 85.1 | 83.1 | |
| Net-BERTN (training individuals)=62022.06 | 84.6 | 78.8 | |
| AutoencodingN (training individuals)=62022.06 | 83.4 | 77.8 | |
| Seq-BERTN (training individuals)=62022.06 | 82.5 | 72.5 | |
| Net-BERTN (training individuals)=32022.06 | 81.1 | 72.1 | |
| AutoencodingN (training individuals)=32022.06 | 78.4 | 70.8 | |
| LinearN (training individuals)=112022.06 | 78.1 | 77.7 | |
| p(X)N (training individuals)=62022.06 | 77.6 | 76.7 | |
| CSMN (training individuals)=12022.06 | 77.1 | 69.9 | |
| LinearN (training individuals)=62022.06 | 75.6 | 72.9 | |
| Seq-BERTN (training individuals)=32022.06 | 75.6 | 57.9 | |
| p(X)N (training individuals)=32022.06 | 74.5 | 70 | |
| p(X)N (training individuals)=12022.06 | 71.8 | 65.4 | |
| Net-BERTN (training individuals)=12022.06 | 71.6 | 54.7 | |
| LinearN (training individuals)=32022.06 | 70.2 | 65.6 | |
| AutoencodingN (training individuals)=12022.06 | 68.8 | 55.8 | |
| p(X)N (training individuals)=112022.06 | 68 | 59.8 | |
| Seq-BERTN (training individuals)=12022.06 | 63.1 | 36.9 | |
| LinearN (training individuals)=12022.06 | 56.1 | 42.2 |