Classification on DODF Data
Metric: Average F1 (higher is better)
LeaderboardDataset
Metric: Average F1 (higher is better)
| # | Model↕ | Average F1▼ | Augmentations | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | ULMFiT (pre-trained vocab, no gradual unfreezing) | 0.8918 | No | - | - | Code |
| 2 | SVM + word counts (pre-trained vocab) | 0.8782 | No | - | - | Code |
| 3 | SVM + tf-idf (no pre-trained vocab) | 0.8755 | No | - | - | Code |
| 4 | ULMFiT (no pre-trained vocab) | 0.8469 | No | - | - | Code |
| 5 | ULMFiT (pre-trained vocab) | 0.8374 | No | - | - | Code |