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MSRC

Benchmarks

Task NameDataset NameSOTA ResultTrend
Graph Classificationmsrc-21 (test)
Micro F125.58
24
Maximum Common Connected Subgraph (MCCS) Similarity EstimationMSRC 20% (test)
MSE0.068
18
Maximum Common Edge Subgraph (MCES) Similarity EstimationMSRC 20% (test)
MSE0.226
18
Multi-view ClassificationMSRC (test)
Balanced Accuracy99.21
11
Graph ClassificationMSRC 21
Accuracy11.01
11
Co-saliency Object DetectionMSRC
Sm0.821
11
ClassificationMSRC
Accuracy68.45
10
Co-segmentationMSRC
Jaccard Index89.6
10
ClusteringMSRC
AMI76.18
9
Graph Similarity Ranking (MCCS)MSRC MCCS ground truth (20% test)
PairRank0.863
9
Graph Similarity Ranking (MCES)MSRC 20% MCES ground truth (test)
PairRank0.932
9
Graph classificationMSRC 21C
Accuracy50.85
7
ClassificationMSRC v2 (test)
Accuracy50.45
7
graph classificationMSRC-21
Micro F112.82
6
Skeleton-based Gesture RecognitionMSRC-12
Accuracy99.01
6
Human Action RecognitionMSRC-12 (leave-one-subject-out)
Accuracy94.6
4
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