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Benchmarks
Target classification and novel class prevalence estimation on Entity30
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0.58
Accuracy (All Classes)
PULSE
0.3096
0.3798
0.45
0.5202
Jul 26, 2022
Accuracy (All Classes)
Accuracy (Seen Classes)
Accuracy (Novel Classes)
Mean Prevalence Error (Seen Classes)
Mean Prevalence Error (Novel Classes)
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy (All Classes)
Accuracy (Seen Classes)
Accuracy (Novel Classes)
Mean Prevalence Error (Seen Classes)
Mean Prevalence Error (Novel Classes)
PULSE
2022.07
0.58
0.543
72.2
0.215
0.054
k-PU
2022.07
0.507
0.223
94.4
0.99
0.394
Domain Disc.
2022.07
0.432
0.535
68
-
0.135
BODA
2022.07
0.4222
0.259
67.2
0.367
0.189
Source-Only
2022.07
0.32
0.535
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