Spoken Language Understanding on SLURP 6 tasks
84.41Avg AccuracyOffline
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Offlinecontinual learning=false2023.10 | 84.41 | — | 17.65 | |
| COCONUT+S-KDbuffer size=1%2023.10 | 71.91 | 65.41 | 24.16 | |
| COCONUTbuffer size=1%2023.10 | 70.17 | 63.66 | 24.29 | |
| S-KDbuffer size=1%2023.10 | 69.91 | 63.22 | 24.26 | |
| A-KDbuffer size=1%2023.10 | 68.52 | 62.51 | 24.29 | |
| ER iCaRLbuffer size=1%2023.10 | 68.08 | 62.29 | 26.05 | |
| T-KDbuffer size=1%2023.10 | 66.95 | 60.47 | 24.26 | |
| ER randbuffer size=1%2023.10 | 66.57 | 58.22 | 24.5 | |
| Fine-tuningcontinual learning=false2023.10 | 31.9 | 10.57 | 34.79 |