Temporal Tagging On Tempeval 3
Métriques
Strict Detection (Pr.)
Strict Detection (Re.)
Relaxed Detection (F1)
Relaxed Detection (Pr.)
Relaxed Detection (Re.)
Strict Detection (F1)
Type
Résultats
Résultats de performance de divers modèles sur ce benchmark
Nom du modèle | Strict Detection (Pr.) | Strict Detection (Re.) | Relaxed Detection (F1) | Relaxed Detection (Pr.) | Relaxed Detection (Re.) | Strict Detection (F1) | Type | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|---|
| BERT-base | 81.83 | 79.56 | 90.08 | 91.37 | 88.84 | 80.67 | 82.00 | BERT got a Date: Introducing Transformers to Temporal Tagging | |
| B2B | 94.11 | 81.01 | 92.52 | 100 | 86.09 | 87.07 | 83.79 | BERT got a Date: Introducing Transformers to Temporal Tagging | |
| DateBERT | 82.72 | 85.79 | 92.60 | 90.95 | 94.35 | 84.21 | 86.21 | BERT got a Date: Introducing Transformers to Temporal Tagging | |
| R2R | 96.37 | 96.37 | 100 | 100 | 100 | 96.37 | 90.43 | BERT got a Date: Introducing Transformers to Temporal Tagging | |
| Lange et al. | - | - | - | - | - | - | - | Adversarial Alignment of Multilingual Models for Extracting Temporal Expressions from Text | - |
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