Temporal Tagging On Tempeval 3
Metrics
Strict Detection (Pr.)
Strict Detection (Re.)
Relaxed Detection (F1)
Relaxed Detection (Pr.)
Relaxed Detection (Re.)
Strict Detection (F1)
Type
Results
Performance results of various models on this benchmark
Model Name | 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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