task_path
stringlengths 3
199
⌀ | dataset
stringlengths 1
128
⌀ | model_name
stringlengths 1
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⌀ | paper_url
stringlengths 21
601
⌀ | metric_name
stringlengths 1
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⌀ | 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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