Image Clustering on CIFAR-20 benchmark leaderboard · SOTA2 Research

Image Clustering on CIFAR-20

61.3NMIGradNorm

Evaluation Results

Method	Links
GradNorm2025.10		61.3	60.6	43.6
TAC2023.10		61.1	60.7	44.8
TAC2023.10		60.7	55.8	42.7
TAC2025.10		60.7	55.8	42.7
SIC2023.10		59.3	58.3	43.9
SIC2025.10		59.3	58.3	43.9
CLIP2023.10		55.3	58.3	39.8
CLIP2025.10		55.3	58.3	39.8
TCL2025.10		52.9	53.1	35.7
SeCu2025.10		51.6	51.6	36
CLIP2023.10		49.9	45.5	28.3
CLIP2025.10		49.9	45.5	28.3
SCAN2023.10		48.6	50.7	33.3
SCAN2025.10		48.6	50.7	33.3
NNM2023.10		48	45.9	30.2
NNM2025.10		48	45.9	30.2
TCC2023.10		47.9	49.1	31.2
TCC2025.10		47.9	49.1	31.2
RPSC2025.10		47.6	51.8	34.1
GCC2023.10		47.2	47.2	30.5
GCC2025.10		47.2	47.2	30.5
SPICE2023.10		44.8	46.8	29.4
SPICE2025.10		44.8	46.8	29.4
DivClust2025.10		44	43.7	28.3
MiCE2023.10		43.6	44	28
MiCE2025.10		43.6	44	28
CC2023.10		43.1	42.9	26.6
CC2025.10		43.1	42.9	26.6
IDFD2023.10		42.6	42.5	26.4
IDFD2025.10		42.6	42.5	26.4
CRLC2025.10		41.6	42.5	26.3
PICA2023.10		31	33.7	17.1
PICA2025.10		31	33.7	17.1
DCCM2023.10		28.5	32.7	17.3
DCCM2025.10		28.5	32.7	17.3
IIC2023.10		22.5	25.7	11.7
IIC2025.10		22.5	25.7	11.7
DAC2023.10		18.5	23.8	8.8
DAC2025.10		18.5	23.8	8.8
DEC2023.10		13.6	18.5	5
DEC2025.10		13.6	18.5	5
JULE2023.10		10.3	13.7	3.3
JULE2025.10		10.3	13.7	3.3