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SOP

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image RetrievalSOP (test)
Recall@186
42
Image RetrievalSOP noise-free (test)
Precision@180.11
39
Image RetrievalSOP
Recall@188.2
32
Deep Metric LearningSOP (test)
Recall@181.4
32
Image RetrievalSOP
Precision@178.56
26
Image RetrievalSOP
Recall@191.2
17
SOP PredictionProposed SOP dataset
Precision80.25
16
Deep Metric LearningSOP
Recall@179.8
16
Image RetrievalSOP 1.0 (test)
Recall@180.6
16
Deep Metric LearningSOP
Recall@190.1
10
Hierarchical Image RetrievalSOP v1 (test)
H-AP59.4
10
Image ClassificationSOP (test)
Accuracy81.2
6
Image ClassificationSOP distorted (test)
Accuracy75.7
5
Sequential Ordering ProblemSOP Variant 2 50 nodes (test)
Objective Value16.302
3
Sequential Ordering ProblemSOP Variant 1 50 nodes (test)
Objective Value14.732
3
Sequential Ordering ProblemSOP
ESC Score (Instance 12)3.16
2
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