Prototype Selection on Real-world datasets benchmark leaderboard · SOTA2 Research

Prototype Selection on Real-world datasets

1.93Average RankKMeans

Evaluation Results

Method	Links
KMeans2025.11		1.93
DROP32025.11		2.33
KMeans2025.11		2.6
KMeans2025.11		2.77
CNN2025.11		3
CNN2025.11		3
SPOTGreedy2025.11		3.07
DROP32025.11		3.13
CNN2025.11		3.2
SPOTGreedy2025.11		3.2
CNN2025.11		3.33
CNN2025.11		3.4
KMeans2025.11		3.53
KMeans2025.11		3.53
SPOTGreedy2025.11		3.53
SPOTGreedy2025.11		3.6
SPOTGreedy2025.11		3.67
CNN2025.11		3.8
SPOTGreedy2025.11		4.07
DROP32025.11		4.07
DROP32025.11		4.13
KMeans2025.11		4.27
DROP32025.11		4.33
IB32025.11		4.5
TPS2025.11		4.53
TPS2025.11		4.53
ICF2025.11		4.8
TPS2025.11		5.3
BoundaryTPS2025.11		5.33
DROP32025.11		5.4
IB32025.11		5.4
TPS2025.11		5.47
TPS2025.11		5.53
ICF2025.11		5.57
IB32025.11		5.67
BoundaryTPS2025.11		5.73
IB32025.11		5.83
BoundaryTPS2025.11		6.03
TPS2025.11		6.2
BoundaryTPS2025.11		6.27
IB32025.11		6.33
IB32025.11		6.37
BoundaryTPS2025.11		6.4
ICF2025.11		6.4
BoundaryTPS2025.11		6.73
CNN+ENN2025.11		7.07
CNN+ENN2025.11		7.4
ICF2025.11		7.47
ICF2025.11		7.47
CNN+ENN2025.11		7.53
CNN+ENN2025.11		7.67
ICF2025.11		7.73
CNN+ENN2025.11		7.73
CNN+ENN2025.11		8.1