SIQA
Benchmarks
TaskDatasetSOTA resultTrendResults
SIQA
89.85Accuracy
183
SIQA
86.9Accuracy
157
SIQA
86.9Accuracy
118
SIQA
83.2Accuracy
44
SIQA (test)
57Accuracy
22
SIQA (test)
83.3Accuracy
20
SIQA
80.04Accuracy
14
SIQA-U
60.5Scientific Completeness
14
SIQA
41.91Accuracy (Zero-shot)
12
SIQA (leave-one-out setup)
82.4Average Accuracy
12
SIQA-S 1.0 (test)
0.857Perception SRCC
12
SIQA
2.12Accuracy Improvement
12
SIQA
41.66Normalized Accuracy
11
SIQA
50.4Normalized PLL Score
10
SIQA (val)
35.47Accuracy
9
SIQA (test)
94.06Accuracy
7
SiQA
0.987Score at Scaling Factor 1e-5
7
SIQA (out-of-domain)
76.89Accuracy
6
SIQA
15.2Performance (%)
6