SOP
Benchmarks
TaskDatasetSOTA resultTrendResults
SOP (test)
86Recall@1
42
SOP noise-free (test)
80.11Precision@1
39
SOP
88.2Recall@1
32
SOP (test)
81.4Recall@1
32
SOP
78.56Precision@1
26
SOP
91.2Recall@1
17
Proposed SOP dataset
80.25Precision
16
SOP
79.8Recall@1
16
SOP 1.0 (test)
80.6Recall@1
16
SOP-1k
57.1mAP
14
SOP
90.1Recall@1
10
SOP v1 (test)
59.4H-AP
10
SOP (test)
81.2Accuracy
6
SOP N=500, K=70
31.6Performance
5
SOP N=2500
38.88Mean Return
5
SOP N=2000
36.15Mean Return
5
SOP N=1500
33.39Mean Return
5
SOP N=1000
31.27Mean Return
5
SOP distorted (test)
75.7Accuracy
5
SOP
80.7nDCG@10
3
SOP Variant 2 50 nodes (test)
16.302Objective Value
3
SOP Variant 1 50 nodes (test)
14.732Objective Value
3
SOP
54.69Accuracy
2
SOP
3.16ESC Score (Instance 12)
2