ASSIST
Benchmarks
TaskDatasetSOTA resultTrendResults
ASSIST12
78.49AUC
37
ASSIST09 (test)
81.75AUC
35
ASSIST09 (80%/10%/10%)
73.78Accuracy
18
ASSIST09 (60%/20%/20%)
73.03Accuracy
18
ASSIST09 (50%/20%/30%)
0.726ACC
18
ASSIST09
9.2Time Cost
11
ASSIST
47.9Accuracy
9
ASSIST Critical Cold Start Q=3-10 2015
84.5KT Performance (ASSIST CCS Q=3-10)
9
ASSIST09 L=5 (test)
0.422Learning Effect (Ep)
9
ASSIST09 L=10 (test)
0.514Learning Effect (Ep)
9
ASSIST09 L=20 (test)
0.591Learning Effect (Ep)
9
ASSIST 2012-2013 (test)
0.77AUC
9
ASSIST 2017
71.5ACC
8
ASSIST 2009_2010
75.3ACC
8
ASSIST Moderate Cold Start 2017 Q=11-15
72.5Set 1 Score
6
ASSIST Critical Cold Start 2017 Q=3-10
75.7Performance Score (Set 1)
6
ASSIST Q=11-15 2015 (Moderate Cold Start)
88.3Performance Set 1 (Moderate Cold Start)
6
ASSIST Moderate Cold Start Q=11-15 2009
85Set 1 Performance
6
ASSIST Critical Cold Start 2009 Q=3-10
81.1Performance Score (Set 1)
6