CTG Classification on CTG Dataset Antepartum (T1-T4) benchmark leaderboard · SOTA2 Research

CTG Classification on CTG Dataset Antepartum (T1-T4)

0.743AUC (T1)PRISM-CTG

Evaluation Results

Method	Links
PRISM-CTG2026.04		0.743	0.731	0.753	0.824	0.808
JEPA2026.04		0.731	0.726	0.715	0.802	0.765
TGLCN2026.04		0.72	0.671	0.651	0.621	0.733
CNN-BiLSTM2026.04		0.7	0.66	0.62	0.664	0.726
NeuroFetalNet2026.04		0.67	0.72	0.713	0.784	0.771
Pixio2026.04		0.665	0.716	0.694	0.772	0.763
ResNet2026.04		0.664	0.684	0.67	0.772	0.746
PatchCTG2026.04		0.659	0.61	0.649	0.628	0.696
Dino2026.04		0.659	0.726	0.728	0.795	0.735
VQMTM2026.04		0.656	0.592	0.604	0.67	0.678
MAE2026.04		0.648	0.729	0.731	0.797	0.773
MS-LSTM2026.04		0.646	0.663	0.575	0.647	0.678
TimeMixer2026.04		0.64	0.668	0.663	0.768	0.749
CLIP-12026.04		0.63	0.653	0.665	0.785	0.73
CTGNet2026.04		0.629	0.631	0.628	0.711	0.714
NEPA2026.04		0.626	0.621	0.62	0.704	0.68
CLIP-22026.04		0.625	0.703	0.69	0.731	0.744
TimesNet2026.04		0.536	0.607	0.622	0.708	0.678
BestRQ2026.04		0.533	0.646	0.635	0.675	0.666