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Clustering on STL-10 (test)

99.2Accuracy

Probing

Updated 1mo ago

Evaluation Results

Method
Probing 2023.03	99.2	-	-
GCPM-G 2026.06	98.8	0.969	97.4
TEMI 2023.03	98.5	-	-
LAIC framework 2026.03	98.5	0.961	96.7
TAC 2026.03	98.3	0.956	96.1
GCPM-I 2026.06	98.2	0.955	96
SIC 2026.03	98.1	0.953	95.9
MCA 2026.03	98.1	0.955	96
PRO-DSC 2026.03	98.1	0.954	95.9
TSP 2023.03	97.9	-	-
GCPM-E 2026.06	97.9	0.95	95.4
IC\|TC 2026.06	97.4	0.939	94.4
SPICE 2022.10	94	0.87	0.87
SPICE 2023.03	93.8	-	-
IDCTCL 2026.06	92.7	0.853	84.6
SPICE 2026.06	90.8	0.817	81.2
DC-GMM 2021.06	89.5	0.802	78.4
Supervised 2021.03	89.2	-	-
TCL 2026.06	88.6	0.82	78.5
RUC 2022.10	87	0.78	0.74
ProPos 2023.03	86.7	-	-
LFSS 2026.03	86.1	0.773	74
LFSS 2026.06	86.1	0.771	74
Cop-KMS. 2026.06	85.4	0.781	73.1
IMC-SwAV 2021.03	85.3	0.747	71.6
CC 2020.09	85	0.764	0.726
CC 2022.10	85	0.76	0.73
CC 2023.03	85	0.764	0.726
CC 2021.03	85	0.764	72.6
CC 2021.06	85	0.764	0.726
CC 2026.06	85	0.764	72.6
SeCu 2023.11	83.6	0.733	0.693
SeCu 2026.06	83.6	0.733	69.3
GCC 2023.11	83.3	-	-
ProPos 2026.06	83.2	0.721	70.4
IMC-SwAV 2021.03	83.1	0.729	68.5
C-IDEC 2021.06	81.6	0.773	71.8
SeCu-Size 2023.11	81.4	0.707	0.657
TCC 2021.06	81.4	0.732	0.689
TCC 2026.06	81.4	0.732	68.9
CoNR 2026.06	81.2	0.702	69.2
NNM 2022.10	81	0.7	0.65
PCL 2026.06	81	0.718	67
SCAN 2023.03	80.9	-	-
SCAN 2023.11	80.9	0.698	0.646
SCAN 2021.03	80.9	0.698	64.6
SCAN 2026.06	80.9	0.698	64.6
NNM 2023.03	80.8	-	-
NNM 2023.11	80.8	0.694	0.65
NMM 2026.06	80.8	0.694	65
BYOL 2026.06	80.7	0.68	63.5
Supervised 2023.11	80.6	0.659	0.631
SeCu-Entropy 2023.11	80.5	0.699	0.644
SeCu-Size 2023.11	80.2	0.694	0.639
SeCu-Entropy 2023.11	79.5	0.687	0.63
SDEC 2021.06	79.2	0.786	71
SCAN 2022.10	79	0.67	0.62
GCC 2023.11	78.8	0.684	0.631
GCC 2026.06	78.8	0.684	63.1
VaDE 2021.06	77.3	0.706	62.7
IDFD 2021.06	75.6	0.643	0.575
SCAN 2023.11	75.5	0.654	0.59
DMICC 2026.06	75.5	0.641	60.5
MiCE 2021.06	75.2	0.635	0.575
MiCE 2026.06	75.2	0.635	57.5
SwAV + K-means 2021.03	74.9	0.705	54
DRC 2020.08	74.7	64.4	0.569
DRC 2021.03	74.7	0.644	56.9
DRC 2020.08	74.4	63.9	0.564
IDFD 2026.06	74.1	0.623	55
MoCo baseline 2021.06	72.8	0.615	0.524
PICA 2020.08	71.3	61.1	0.531
PICA 2020.09	71.3	0.611	0.531
PICA 2023.03	71.3	0.611	0.531
PICA 2023.11	71.3	0.611	0.531
PICA 2021.03	71.3	0.611	53.1
PCKmeans 2021.06	70.3	0.716	58.4
PICA 2020.08	69.3	59.2	0.504
FixMatch 2026.06	68.6	0.617	49.2
EmbedUL 2021.03	66.5	-	-
Pretext+k-means 2023.11	65.8	0.604	0.506
MiCE 2022.10	62	0.56	0.46
CoHiClust 2023.03	61.3	0.584	0.474
MMDC 2021.06	61.1	0.498	-
IIC 2020.03	59.8	-	-
IIC 2023.11	59.6	0.496	0.397
IIC 2021.03	59.6	0.496	39.7
IMSAT-DCGAN 2021.03	58.7	-	-
GATCluster 2021.06	58.3	0.446	0.363
DCCS 2021.03	53.6	0.49	36.2
ADC 2020.09	53	0.325	-
ADC 2021.03	53	-	-
ADC 2021.06	53	-	-
IIC 2021.06	49.9	0.431	0.295
IIC 2026.06	49.9	0.431	29.5
DDC 2020.09	48.9	0.371	0.267
DDC 2021.03	48.9	0.371	26.7
DDC 2021.06	48.9	0.371	0.267
DHOG 2021.06	48.3	0.413	0.272
DHOG 2020.03	48.27	0.4127	0.2723

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