Scientific Results Extraction On Nlp Tdms Exp
Metrics
Macro F1
Macro Precision
Macro Recall
Micro F1
Micro Precision
Micro Recall
Results
Performance results of various models on this benchmark
Model Name | Macro F1 | Macro Precision | Macro Recall | Micro F1 | Micro Precision | Micro Recall | Paper Title | Repository |
|---|---|---|---|---|---|---|---|---|
| AxCell | 19.7 | 20.2 | 20.6 | 25.8 | 27.4 | 24.4 | AxCell: Automatic Extraction of Results from Machine Learning Papers | |
| TDMS-IE | 8.8 | 9.5 | 8.6 | 7.5 | 6.8 | 8.4 | Identification of Tasks, Datasets, Evaluation Metrics, and Numeric Scores for Scientific Leaderboards Construction |
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