Unsupervised Clustering on PneumoniaMNIST benchmark leaderboard · SOTA2 Research

Unsupervised Clustering on PneumoniaMNIST

91.9AccuracyGCN

Evaluation Results

Method	Links
GCN2026.05		91.9	94.5	90.8	92.6
ARMA2026.05		91.5	97	87.5	92
GCN2026.05		91.4	96.2	88	91.9
GCN2026.05		91.4	95.9	88.4	92
ARMA2026.05		91.4	96.3	87.9	91.9
GAT2026.05		91.4	94.7	89.5	92.1
Embedding2026.05		91.4	96.5	86	90.9
GCN2026.05		91.3	97.1	87.1	91.8
GAT2026.05		91.2	96.1	87.7	91.7
GAT2026.05		91.1	95.6	88.2	91.7
GAT2026.05		91.1	95.4	88.3	91.7
ARMA-C32026.05		91	97.1	86.5	91.5
ARMA2026.05		90.9	96.1	87.2	91.4
GAT2026.05		90.6	96.4	86.4	91.1
ARMA2026.05		90.5	96.5	86.1	91
ARMA2026.05		90.4	96.2	86.2	90.9
SpectralNet2026.05		90.3	56.9	49.2	52.7
GCN2026.05		90.1	96.1	85.8	90.7
TANGO2026.05		90	96.1	85.5	90.5
GAT2026.05		90	90.5	90.5	90.5
K-Means2026.05		89.9	96.9	84.7	90.4
MAGI2026.05		89.4	89.7	91.6	90.6
PCA + K-Means2026.05		88.8	96.1	83.2	89.2
Token-Cut2026.05		88.5	95.4	83.4	89
GCN2026.05		80.9	98.6	66.7	79.5