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Item Response Theory Assessment on ML-1M
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0.701
AUC
MMLE
0.45868
0.52159
0.5845
0.64741
Oct 9, 2022
AUC
Log Likelihood
Top-K Accuracy (Multi-Value)
Inference Time
Top-10 Accuracy
Top-25 Accuracy
Top-50 Accuracy
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC
Log Likelihood
Top-K Accuracy (Multi-Value)
Inference Time
Top-10 Accuracy
Top-25 Accuracy
Top-50 Accuracy
MMLE
2022.10
0.701
-0.632
-
19.2
-
-
-
MMLE
Total Inference time (...
2022.10
0.701
-0.632
-
-
0
0
0
JMLE
2022.10
0.7
-0.63
-
-
-
-
-
JMLE
Total Inference time (...
2022.10
0.7
-0.63
-
-
0
0
0
PMLE
2022.10
0.699
-0.627
-
-
-
-
-
Spectral
2022.10
0.698
-0.626
-
21
-
-
-
Spectral
Total Inference time (...
2022.10
0.698
-0.626
-
-
80
72
72
CMLE
2022.10
0.468
-1.166
-
11.3
-
-
-
CMLE
Total Inference time (...
2022.10
0.468
-1.166
-
-
50
64
66
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