Weakly Supervised Text Classification on IMDB 136 LFs (test)
86.72F1 ScoreGround truth
Evaluation results
| Method | Links | |
|---|---|---|
| Ground truthtraining_data=true training labels2021.07 | 86.72 | |
| Snorkel2021.07 | 82.22 | |
| WeaSEL2021.07 | 82.1 | |
| Majority vote2021.07 | 80.86 | |
| WeaSEL-randomencoder=randomly initialized2021.07 | 79.8 | |
| Triplet-Mean2021.07 | 79.03 | |
| Triplet2021.07 | 75.36 | |
| Sup. (Val. set)training_data=labeled validation set2021.07 | 68.76 |