Weakly Supervised Text Classification on Amazon 175 LFs (test)
92.93F1 ScoreGround truth
Evaluation results
| Method | Links | |
|---|---|---|
| Ground truthtraining_data=true training labels2021.07 | 92.93 | |
| WeaSEL2021.07 | 86.6 | |
| Majority vote2021.07 | 84.2 | |
| Sup. (Val. set)training_data=labeled validation set2021.07 | 84.18 | |
| WeaSEL-randomencoder=randomly initialized2021.07 | 82.22 | |
| Snorkel2021.07 | 80.54 | |
| Triplet-Mean2021.07 | 79.44 | |
| Triplet2021.07 | 75.44 |