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Clustering on CIFAR-100 (test)

89.1ACC

TURTLE

Updated 2d ago

Evaluation Results

Method
TURTLE 2024.06	89.1	-	-
HUME DINOv2 2024.06	83.9	-	-
K-Means 2024.06	75.1	-	-
HUME CLIP 2024.06	71.2	-	-
Temi 2024.07	57.8	59.8	42.5
DPACOPA 2024.07	55.5	54.2	39.3
SeCu 2024.07	55.1	55.2	39.7
SPICE 2022.10	54	0.57	0.39
SPICE 2024.07	53.8	56.7	38.7
TCL 2024.07	53.1	52.9	35.7
RUC 2022.10	53	0.55	0.39
PCL 2024.07	52.6	52.8	36.3
SeCu 2024.07	51.6	51.6	36
DPACOPA 2024.07	51.6	52.9	36.2
SCAN 2022.10	51	0.49	0.33
SCAN 2024.07	50.7	48.6	33.3
DPACpac 2024.07	50.2	48.3	34.4
TCC 2024.07	49.1	47.9	31.2
TCC 2021.06	49.1	47.9	31.2
NNM 2022.10	48	0.48	0.32
NNM 2024.07	47.7	48.4	31.6
GCC 2024.07	47.2	47.2	30.5
SPICE 2024.07	46.8	44.8	29.4
MiCE 2022.10	44	0.45	0.29
MiCE 2021.06	44	43.6	28
PAC 2024.07	43.8	-	-
CoHiClust 2023.03	43.7	0.467	0.299
CC 2022.10	43	0.43	0.27
CC 2020.09	42.9	0.431	0.266
CC 2023.03	42.9	0.431	0.266
CC 2024.07	42.9	43.1	26.6
SPKF 2024.07	42.9	-	-
CC 2021.06	42.9	43.1	26.6
IDFD 2024.07	42.5	42.6	26.4
IDFD 2021.06	42.5	42.6	26.4
FCM 2024.07	42.3	-	-
KM 2024.07	41.8	-	-
PAM 2024.07	41	-	-
SC 2024.07	40	-	-
MoCo baseline 2021.06	39.7	39	24.2
DRC 2020.08	36.7	0.356	0.208
DRC 2020.08	35.5	0.343	0.196
PICA 2020.08	33.7	0.31	0.171
PICA 2020.09	33.7	0.31	0.171
PICA 2023.03	33.7	0.31	0.171
PICA 2024.07	33.7	31	17.1
DCCM 2020.08	32.7	0.285	0.173
DCCM 2020.09	32.7	0.285	0.173
DCCM 2023.03	32.7	0.285	0.173
DCCM 2021.06	32.7	28.5	17.3
PICA 2020.08	32.2	0.296	0.159
PICA 2021.06	32.2	29.6	15.9
FINCH 2024.07	32	-	-
MMDC 2021.06	31.2	25.9	-
GATCluster 2021.06	28.1	21.5	11.6
DHOG 2021.06	26.1	25.8	11.8
RUC 2022.10	26	0.23	0.05
IIC 2021.06	25.7	-	-
DAC 2020.08	23.8	0.185	0.088
DAC 2020.09	23.8	0.185	0.088
DAC 2023.03	23.8	0.185	0.088
DAC 2021.06	23.8	18.5	8.8
MiCE 2022.10	20	0.15	0.04
DEC 2020.08	18.5	0.136	0.05
DEC 2020.09	18.5	0.136	0.05
DEC 2023.03	18.5	0.136	0.05
DEC 2021.06	18.5	13.6	5
AE 2020.08	16.5	0.1	0.048
AE 2020.09	16.5	0.1	0.048
AE 2023.03	16.5	0.1	0.048
AE 2021.06	16.5	10	4.8
ADC 2021.06	16	-	-
VAE 2020.08	15.2	0.108	0.04
VAE 2020.09	15.2	0.108	0.04
VAE 2023.03	15.2	0.108	0.04
VAE 2021.06	15.2	10.8	4
DAE 2020.08	15.1	0.111	0.046
GAN 2020.08	15.1	0.12	0.045
DAE 2020.09	15.1	0.111	0.046
DCGAN 2020.09	15.1	0.12	0.045
DAE 2023.03	15.1	0.111	0.046
DCGAN 2023.03	15.1	0.12	0.045
DAE 2021.06	15.1	11.1	4.6
DCGAN 2021.06	15.1	12	4.5
NNM 2022.10	15	0.18	0.01
SPICE 2022.10	15	0.12	0.02
SCAN 2022.10	14	0.1	0.01
AC 2020.08	13.8	0.098	0.034
AC 2020.09	13.8	0.098	0.034
AC 2023.03	13.8	0.098	0.034
AC 2021.06	13.8	9.8	3.4
JULE 2020.08	13.7	0.103	0.033
JULE 2020.09	13.7	0.103	0.033
JULE 2023.03	13.7	0.103	0.033
JULE 2021.06	13.7	10.3	3.3
SC 2020.08	13.6	0.09	0.022
SC 2020.09	13.6	0.09	0.022
SC 2023.03	13.6	0.09	0.022
DeCNN 2020.08	13.3	0.092	0.038
DeCNN 2020.09	13.3	0.092	0.038

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