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Clustering on STL-10 (test)

99.2Accuracy

Probing

Updated 23d ago

Evaluation Results

Method
Probing 2023.03	99.2	-	-
TEMI 2023.03	98.5	-	-
LAIC framework 2026.03	98.5	0.961	96.7
TAC 2026.03	98.3	0.956	96.1
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	-	-
SPICE 2022.10	94	0.87	0.87
SPICE 2023.03	93.8	-	-
DC-GMM 2021.06	89.5	0.802	78.4
Supervised 2021.03	89.2	-	-
RUC 2022.10	87	0.78	0.74
ProPos 2023.03	86.7	-	-
LFSS 2026.03	86.1	0.773	74
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
SeCu 2023.11	83.6	0.733	0.693
GCC 2023.11	83.3	-	-
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
NNM 2022.10	81	0.7	0.65
SCAN 2023.03	80.9	-	-
SCAN 2023.11	80.9	0.698	0.646
SCAN 2021.03	80.9	0.698	64.6
NNM 2023.03	80.8	-	-
NNM 2023.11	80.8	0.694	0.65
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
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
MiCE 2021.06	75.2	0.635	0.575
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
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
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
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
DHOG 2020.03	48.27	0.4127	0.2723
DCCM 2020.03	48.2	0.376	0.262
DCCM 2020.08	48.2	37.6	0.262
DCCM 2020.09	48.2	0.376	0.262
DCCM 2023.03	48.2	0.376	0.262
DCCM 2021.03	48.2	0.376	26.2
DCCM 2021.06	48.2	0.376	0.262
DCCS 2021.06	48.2	0.376	0.262
ADC 2020.03	47.8	-	-
DAC 2020.08	47	36.6	0.257
DAC 2020.09	47	0.366	0.257
DAC 2023.03	47	0.366	0.257
DAC 2021.03	47	0.366	25.7
DAC 2021.06	47	0.366	0.257
DAC 2020.03	46.99	0.3656	0.2565
MiCE 2022.10	43	0.3	0.2
PCL 2023.03	41	-	-
DHOG 2020.03	38.7	0.3878	0.2412
DEC 2020.03	35.9	-	-
DEC 2020.08	35.9	27.6	0.186
DEC 2020.09	35.9	0.276	0.186
DEC 2023.03	35.9	0.276	0.186
DEC 2021.03	35.9	0.276	18.6
DEC 2021.06	35.9	0.276	0.186

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