task_path stringlengths 3 199 ⌀ | dataset stringlengths 1 128 ⌀ | model_name stringlengths 1 223 ⌀ | paper_url stringlengths 21 601 ⌀ | metric_name stringlengths 1 50 ⌀ | metric_value stringlengths 1 9.22k ⌀ |
|---|---|---|---|---|---|
Medical Code Prediction | MIMIC-III | MSATT-KG | null | Micro-AUC | 99.2 |
Medical Code Prediction | MIMIC-III | MSATT-KG | null | Macro-F1 | 9.0 |
Medical Code Prediction | MIMIC-III | MSATT-KG | null | Micro-F1 | 55.3 |
Medical Code Prediction | MIMIC-III | MSATT-KG | null | Precision@8 | 72.8 |
Medical Code Prediction | MIMIC-III | MSATT-KG | null | Precision@15 | 58.1 |
Medical Code Prediction | MIMIC-III | MultiResCNN | https://arxiv.org/abs/1912.00862v1 | Macro-AUC | 91.0 |
Medical Code Prediction | MIMIC-III | MultiResCNN | https://arxiv.org/abs/1912.00862v1 | Micro-AUC | 98.6 |
Medical Code Prediction | MIMIC-III | MultiResCNN | https://arxiv.org/abs/1912.00862v1 | Macro-F1 | 8.5 |
Medical Code Prediction | MIMIC-III | MultiResCNN | https://arxiv.org/abs/1912.00862v1 | Micro-F1 | 55.2 |
Medical Code Prediction | MIMIC-III | MultiResCNN | https://arxiv.org/abs/1912.00862v1 | Precision@8 | 73.4 |
Medical Code Prediction | MIMIC-III | MultiResCNN | https://arxiv.org/abs/1912.00862v1 | Precision@15 | 58.4 |
Medical Code Prediction | MIMIC-III | CAML | http://arxiv.org/abs/1802.05695v2 | Macro-AUC | 89.5 |
Medical Code Prediction | MIMIC-III | CAML | http://arxiv.org/abs/1802.05695v2 | Micro-AUC | 98.6 |
Medical Code Prediction | MIMIC-III | CAML | http://arxiv.org/abs/1802.05695v2 | Macro-F1 | 8.8 |
Medical Code Prediction | MIMIC-III | CAML | http://arxiv.org/abs/1802.05695v2 | Micro-F1 | 53.9 |
Medical Code Prediction | MIMIC-III | CAML | http://arxiv.org/abs/1802.05695v2 | Precision@8 | 70.9 |
Medical Code Prediction | MIMIC-III | CAML | http://arxiv.org/abs/1802.05695v2 | Precision@15 | 56.1 |
Medical Code Prediction | MIMIC-III | DR-CAML | http://arxiv.org/abs/1802.05695v2 | Macro-AUC | 89.7 |
Medical Code Prediction | MIMIC-III | DR-CAML | http://arxiv.org/abs/1802.05695v2 | Micro-AUC | 98.5 |
Medical Code Prediction | MIMIC-III | DR-CAML | http://arxiv.org/abs/1802.05695v2 | Macro-F1 | 8.6 |
Medical Code Prediction | MIMIC-III | DR-CAML | http://arxiv.org/abs/1802.05695v2 | Micro-F1 | 52.9 |
Medical Code Prediction | MIMIC-III | DR-CAML | http://arxiv.org/abs/1802.05695v2 | Precision@8 | 69.0 |
Medical Code Prediction | MIMIC-III | DR-CAML | http://arxiv.org/abs/1802.05695v2 | Precision@15 | 54.8 |
Medical Code Prediction | MIMIC-III | SVM | http://arxiv.org/abs/1802.05695v2 | Micro-F1 | 44.1 |
Medical Code Prediction | MIMIC-III | CNN | http://arxiv.org/abs/1802.05695v2 | Macro-AUC | 80.6 |
Medical Code Prediction | MIMIC-III | CNN | http://arxiv.org/abs/1802.05695v2 | Micro-AUC | 96.9 |
Medical Code Prediction | MIMIC-III | CNN | http://arxiv.org/abs/1802.05695v2 | Macro-F1 | 4.2 |
Medical Code Prediction | MIMIC-III | CNN | http://arxiv.org/abs/1802.05695v2 | Micro-F1 | 41.9 |
Medical Code Prediction | MIMIC-III | CNN | http://arxiv.org/abs/1802.05695v2 | Precision@8 | 58.1 |
Medical Code Prediction | MIMIC-III | CNN | http://arxiv.org/abs/1802.05695v2 | Precision@15 | 44.3 |
Medical Code Prediction | MIMIC-III | Bi-GRU | http://arxiv.org/abs/1802.05695v2 | Macro-AUC | 82.2 |
Medical Code Prediction | MIMIC-III | Bi-GRU | http://arxiv.org/abs/1802.05695v2 | Micro-AUC | 97.1 |
Medical Code Prediction | MIMIC-III | Bi-GRU | http://arxiv.org/abs/1802.05695v2 | Macro-F1 | 3.8 |
Medical Code Prediction | MIMIC-III | Bi-GRU | http://arxiv.org/abs/1802.05695v2 | Micro-F1 | 41.7 |
Medical Code Prediction | MIMIC-III | Bi-GRU | http://arxiv.org/abs/1802.05695v2 | Precision@8 | 58.5 |
Medical Code Prediction | MIMIC-III | Bi-GRU | http://arxiv.org/abs/1802.05695v2 | Precision@15 | 44.5 |
Medical Code Prediction | MIMIC-III | HAN | https://arxiv.org/abs/2010.15728v4 | Macro-AUC | 88.5 |
Medical Code Prediction | MIMIC-III | HAN | https://arxiv.org/abs/2010.15728v4 | Micro-AUC | 98.1 |
Medical Code Prediction | MIMIC-III | HAN | https://arxiv.org/abs/2010.15728v4 | Macro-F1 | 3.6 |
Medical Code Prediction | MIMIC-III | HAN | https://arxiv.org/abs/2010.15728v4 | Micro-F1 | 40.7 |
Medical Code Prediction | MIMIC-III | HAN | https://arxiv.org/abs/2010.15728v4 | Precision@8 | 61.4 |
Medical Code Prediction | MIMIC-III | Logistic Regression | http://arxiv.org/abs/1802.05695v2 | Macro-AUC | 56.1 |
Medical Code Prediction | MIMIC-III | Logistic Regression | http://arxiv.org/abs/1802.05695v2 | Micro-AUC | 93.7 |
Medical Code Prediction | MIMIC-III | Logistic Regression | http://arxiv.org/abs/1802.05695v2 | Macro-F1 | 1.1 |
Medical Code Prediction | MIMIC-III | Logistic Regression | http://arxiv.org/abs/1802.05695v2 | Micro-F1 | 27.2 |
Medical Code Prediction | MIMIC-III | Logistic Regression | http://arxiv.org/abs/1802.05695v2 | Precision@8 | 54.2 |
Medical Code Prediction | MIMIC-III | Logistic Regression | http://arxiv.org/abs/1802.05695v2 | Precision@15 | 41.1 |
Medical Code Prediction | MIMIC-IV ICD-9 | PLM-ICD | https://arxiv.org/abs/2304.10909v1 | F1 Micro | 62.6 |
Medical Code Prediction | MIMIC-IV ICD-9 | PLM-ICD | https://arxiv.org/abs/2304.10909v1 | F1 Macro | 29.8 |
Medical Code Prediction | MIMIC-IV ICD-9 | PLM-ICD | https://arxiv.org/abs/2304.10909v1 | Exact Match Ratio | 1.0 |
Medical Code Prediction | MIMIC-IV ICD-9 | PLM-ICD | https://arxiv.org/abs/2304.10909v1 | Precision@8 | 70.0 |
Medical Code Prediction | MIMIC-IV ICD-9 | PLM-ICD | https://arxiv.org/abs/2304.10909v1 | Precision@15 | 53.5 |
Medical Code Prediction | MIMIC-IV ICD-9 | PLM-ICD | https://arxiv.org/abs/2304.10909v1 | R-Prec | 62.7 |
Medical Code Prediction | MIMIC-IV ICD-9 | PLM-ICD | https://arxiv.org/abs/2304.10909v1 | mAP | 68.0 |
Medical Code Prediction | MIMIC-IV ICD-9 | PLM-ICD | https://arxiv.org/abs/2304.10909v1 | AUC Micro | 99.4 |
Medical Code Prediction | MIMIC-IV ICD-9 | PLM-ICD | https://arxiv.org/abs/2304.10909v1 | AUC Macro | 97.2 |
Medical Code Prediction | MIMIC-IV ICD-9 | LAAT | https://arxiv.org/abs/2304.10909v1 | F1 Micro | 61.7 |
Medical Code Prediction | MIMIC-IV ICD-9 | LAAT | https://arxiv.org/abs/2304.10909v1 | F1 Macro | 26.4 |
Medical Code Prediction | MIMIC-IV ICD-9 | LAAT | https://arxiv.org/abs/2304.10909v1 | Exact Match Ratio | 0.9 |
Medical Code Prediction | MIMIC-IV ICD-9 | LAAT | https://arxiv.org/abs/2304.10909v1 | Precision@8 | 68.9 |
Medical Code Prediction | MIMIC-IV ICD-9 | LAAT | https://arxiv.org/abs/2304.10909v1 | Precision@15 | 52.7 |
Medical Code Prediction | MIMIC-IV ICD-9 | LAAT | https://arxiv.org/abs/2304.10909v1 | R-Prec | 61.7 |
Medical Code Prediction | MIMIC-IV ICD-9 | LAAT | https://arxiv.org/abs/2304.10909v1 | mAP | 66.3 |
Medical Code Prediction | MIMIC-IV ICD-9 | LAAT | https://arxiv.org/abs/2304.10909v1 | AUC Micro | 99.3 |
Medical Code Prediction | MIMIC-IV ICD-9 | LAAT | https://arxiv.org/abs/2304.10909v1 | AUC Macro | 96.0 |
Medical Code Prediction | MIMIC-IV ICD-9 | MultiResCNN | https://arxiv.org/abs/2304.10909v1 | F1 Micro | 60.4 |
Medical Code Prediction | MIMIC-IV ICD-9 | MultiResCNN | https://arxiv.org/abs/2304.10909v1 | F1 Macro | 27.7 |
Medical Code Prediction | MIMIC-IV ICD-9 | MultiResCNN | https://arxiv.org/abs/2304.10909v1 | Exact Match Ratio | 0.8 |
Medical Code Prediction | MIMIC-IV ICD-9 | MultiResCNN | https://arxiv.org/abs/2304.10909v1 | Precision@8 | 67.6 |
Medical Code Prediction | MIMIC-IV ICD-9 | MultiResCNN | https://arxiv.org/abs/2304.10909v1 | Precision@15 | 51.8 |
Medical Code Prediction | MIMIC-IV ICD-9 | MultiResCNN | https://arxiv.org/abs/2304.10909v1 | R-Prec | 60.4 |
Medical Code Prediction | MIMIC-IV ICD-9 | MultiResCNN | https://arxiv.org/abs/2304.10909v1 | mAP | 64.7 |
Medical Code Prediction | MIMIC-IV ICD-9 | MultiResCNN | https://arxiv.org/abs/2304.10909v1 | AUC Micro | 99.2 |
Medical Code Prediction | MIMIC-IV ICD-9 | MultiResCNN | https://arxiv.org/abs/2304.10909v1 | AUC Macro | 95.1 |
Medical Code Prediction | MIMIC-IV ICD-9 | Bi-GRU | https://arxiv.org/abs/2304.10909v1 | F1 Micro | 55.5 |
Medical Code Prediction | MIMIC-IV ICD-9 | Bi-GRU | https://arxiv.org/abs/2304.10909v1 | F1 Macro | 16.6 |
Medical Code Prediction | MIMIC-IV ICD-9 | Bi-GRU | https://arxiv.org/abs/2304.10909v1 | Exact Match Ratio | 0.7 |
Medical Code Prediction | MIMIC-IV ICD-9 | Bi-GRU | https://arxiv.org/abs/2304.10909v1 | Precision@8 | 64.1 |
Medical Code Prediction | MIMIC-IV ICD-9 | Bi-GRU | https://arxiv.org/abs/2304.10909v1 | Precision@15 | 47.8 |
Medical Code Prediction | MIMIC-IV ICD-9 | Bi-GRU | https://arxiv.org/abs/2304.10909v1 | R-Prec | 55.8 |
Medical Code Prediction | MIMIC-IV ICD-9 | Bi-GRU | https://arxiv.org/abs/2304.10909v1 | mAP | 58.9 |
Medical Code Prediction | MIMIC-IV ICD-9 | Bi-GRU | https://arxiv.org/abs/2304.10909v1 | AUC Micro | 98.8 |
Medical Code Prediction | MIMIC-IV ICD-9 | Bi-GRU | https://arxiv.org/abs/2304.10909v1 | AUC Macro | 93.8 |
Medical Code Prediction | MIMIC-IV ICD-9 | CAML | https://arxiv.org/abs/2304.10909v1 | F1 Micro | 58.6 |
Medical Code Prediction | MIMIC-IV ICD-9 | CAML | https://arxiv.org/abs/2304.10909v1 | F1 Macro | 19.3 |
Medical Code Prediction | MIMIC-IV ICD-9 | CAML | https://arxiv.org/abs/2304.10909v1 | Exact Match Ratio | 0.6 |
Medical Code Prediction | MIMIC-IV ICD-9 | CAML | https://arxiv.org/abs/2304.10909v1 | Precision@8 | 66.3 |
Medical Code Prediction | MIMIC-IV ICD-9 | CAML | https://arxiv.org/abs/2304.10909v1 | Precision@15 | 50.3 |
Medical Code Prediction | MIMIC-IV ICD-9 | CAML | https://arxiv.org/abs/2304.10909v1 | R-Prec | 58.5 |
Medical Code Prediction | MIMIC-IV ICD-9 | CAML | https://arxiv.org/abs/2304.10909v1 | mAP | 62.4 |
Medical Code Prediction | MIMIC-IV ICD-9 | CAML | https://arxiv.org/abs/2304.10909v1 | AUC Micro | 98.8 |
Medical Code Prediction | MIMIC-IV ICD-9 | CAML | https://arxiv.org/abs/2304.10909v1 | AUC Macro | 90.7 |
Medical Code Prediction | MIMIC-IV ICD-9 | CNN | https://arxiv.org/abs/2304.10909v1 | F1 Micro | 52.4 |
Medical Code Prediction | MIMIC-IV ICD-9 | CNN | https://arxiv.org/abs/2304.10909v1 | F1 Macro | 12.6 |
Medical Code Prediction | MIMIC-IV ICD-9 | CNN | https://arxiv.org/abs/2304.10909v1 | Exact Match Ratio | 0.6 |
Medical Code Prediction | MIMIC-IV ICD-9 | CNN | https://arxiv.org/abs/2304.10909v1 | Precision@8 | 61.3 |
Medical Code Prediction | MIMIC-IV ICD-9 | CNN | https://arxiv.org/abs/2304.10909v1 | Precision@15 | 45.6 |
Medical Code Prediction | MIMIC-IV ICD-9 | CNN | https://arxiv.org/abs/2304.10909v1 | R-Prec | 52.9 |
Medical Code Prediction | MIMIC-IV ICD-9 | CNN | https://arxiv.org/abs/2304.10909v1 | mAP | 55.2 |
Medical Code Prediction | MIMIC-IV ICD-9 | CNN | https://arxiv.org/abs/2304.10909v1 | AUC Micro | 98.1 |
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