Prototype Selection on Aggregate of multiple datasets (per-fold instances) benchmark leaderboard · SOTA2 Research

Prototype Selection on Aggregate of multiple datasets (per-fold instances)

34Top-1% AccuracyKMeans

Evaluation Results

Method	Links
KMeans2025.11		34	58
KMeans2025.11		30	54.7
CNN2025.11		28.7	48
KMeans2025.11		26.7	64.7
SPOTGreedy2025.11		26.7	40
SPOTGreedy2025.11		25.3	50.7
SPOTGreedy2025.11		24.7	48
SPOTGreedy2025.11		22.7	40.7
CNN2025.11		21.3	55.3
DROP32025.11		20	42
CNN2025.11		19.3	55.3
KMeans2025.11		19.3	40
SPOTGreedy2025.11		19.3	41.3
IB32025.11		18.7	42.7
TPS2025.11		18.7	34
SPOTGreedy2025.11		18	38
IB32025.11		17.3	29.3
CNN2025.11		16.7	53.3
BoundaryTPS2025.11		16.7	22.7
KMeans2025.11		16	40
CNN2025.11		15.3	50.7
DROP32025.11		14.7	56.7
KMeans2025.11		14.7	40
DROP32025.11		14	29.3
CNN2025.11		13.3	50
TPS2025.11		12.7	20.7
ICF2025.11		12	22
DROP32025.11		11.3	40
TPS2025.11		11.3	30
BoundaryTPS2025.11		11.3	18
ICF2025.11		11.3	20
ICF2025.11		11.3	28.7
DROP32025.11		10.7	30
IB32025.11		9.3	32.7
TPS2025.11		9.3	16
DROP32025.11		8.7	32
TPS2025.11		8.7	28.7
BoundaryTPS2025.11		8.7	20.7
BoundaryTPS2025.11		8.7	16
TPS2025.11		7.3	24.7
BoundaryTPS2025.11		7.3	18
BoundaryTPS2025.11		6.7	14.7
ICF2025.11		6.7	11.3
CNN+ENN2025.11		6.7	10
ICF2025.11		6	9.3
IB32025.11		4.7	24
ICF2025.11		4.7	6.7
IB32025.11		4	18.7
IB32025.11		4	17.3
CNN+ENN2025.11		4	10.7
CNN+ENN2025.11		3.3	7.3
CNN+ENN2025.11		2.7	6.7
CNN+ENN2025.11		1.3	4.7
CNN+ENN2025.11		0.7	3.3