Clustering on MIT1003 benchmark leaderboard · SOTA2 Research

Clustering on MIT1003

1Cohen's KappaSpectral vs. Consensus

Evaluation Results

Method
Spectral vs. Consensus2026.06	1	100	1	100	1	100
Community vs. Consensus2026.06	0.96	97	0.96	96	0.92	90
Spectral vs. Consensus2026.06	0.76	85	0.77	70	0.8	84
User-guided CSC vs. User-guided Biclustering2026.06	0.76	93	0.79	88	0.68	59
Stimuli-guided CSC vs. Stimuli-guided Biclustering2026.06	0.73	88	0.73	87	0.57	44
KMeans++ vs. Consensus2026.06	0.71	81	0.72	65	0.65	68
Hierarchical vs. Consensus2026.06	0.68	77	0.7	77	0.54	62
E3’s all features vs. Consensus2026.06	0.55	73	0.64	70	0.41	64
KMeans++ vs. Consensus2026.06	0.43	67	0.49	62	0.35	52
Hierarchical vs. Consensus2026.06	0.42	60	0.55	63	0.34	61
Colour vs. Consensus2026.06	0.06	36	0.07	25	0.008	0.8
Intensity vs. Consensus2026.06	0.03	41	0.04	18	0.01	0.6