Text Classification on AGNews, Yelp, Amazon, DBPedia, Yahoo (Averaged)
77.2EM ScoreLAMOL_TASK
Evaluation Results
| Method | Links | |
|---|---|---|
| LAMOL_TASKOrder=ii, sampling ratio=0.22019.09 | 77.2 | |
| LAMOL_TASKOrder=i, sampling ratio=0.22019.09 | 76.7 | |
| LAMOL_TASKOrder=Average, sampling ratio=0.22019.09 | 76.5 | |
| LAMOL_TASKOrder=iii, sampling ratio=0.22019.09 | 76.1 | |
| LAMOL_TASKOrder=iv, sampling ratio=0.22019.09 | 76.1 | |
| MBPA++ (our impl.)Order=ii2019.09 | 74.9 | |
| MBPA++ (our impl.)Order=iv2019.09 | 74.9 | |
| MBPA++ (our impl.)Order=Average2019.09 | 74.2 | |
| MBPA++ (our impl.)Order=i2019.09 | 74.1 | |
| MBPA++ (our impl.)Order=iii2019.09 | 73.1 | |
| MBPA++Order=ii2019.09 | 70.9 | |
| MBPA++Order=i2019.09 | 70.8 | |
| MBPA++Order=iv2019.09 | 70.7 | |
| MBPA++Order=Average2019.09 | 70.7 | |
| MBPA++Order=iii2019.09 | 70.2 |