List your company
ResearchFormerly WizWand

ECG Classification on EchoNext (test)

0.813Macro AUROCST-MEM
0.661160.700580.740.77942May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ST-MEMTrain Size=72475, Evaluation Protocol=Probed2026.050.813
ProtoSSL HEEDBTrain Size=72475, Evaluation Protocol=Probed2026.050.81
ST-MEMTrain Size=32768, Evaluation Protocol=Probed2026.050.808
ProtoSSL HEEDBTrain Size=32768, Evaluation Protocol=Probed2026.050.806
ECGFounderTrain Size=72475, Evaluation Protocol=Probed2026.050.802
ST-MEMTrain Size=16384, Evaluation Protocol=Probed2026.050.8
ECGFounderTrain Size=32768, Evaluation Protocol=Probed2026.050.798
ProtoSSL HEEDBTrain Size=16384, Evaluation Protocol=Probed2026.050.798
ST-MEMTrain Size=8192, Evaluation Protocol=Probed2026.050.792
ECGFounderTrain Size=16384, Evaluation Protocol=Probed2026.050.791
ProtoSSL HEEDBTrain Size=8192, Evaluation Protocol=Probed2026.050.79
Blackbox DirectTrain Size=72475, Evaluation Protocol=End-to-end2026.050.783
Blackbox DirectTrain Size=32768, Evaluation Protocol=End-to-end2026.050.782
Blackbox DirectTrain Size=16384, Evaluation Protocol=End-to-end2026.050.782
ECGFounderTrain Size=8192, Evaluation Protocol=Probed2026.050.781
ST-MEMTrain Size=4096, Evaluation Protocol=Probed2026.050.773
Blackbox DirectTrain Size=8192, Evaluation Protocol=End-to-end2026.050.768
ECGFounderTrain Size=4096, Evaluation Protocol=Probed2026.050.766
ProtoSSL HEEDBTrain Size=4096, Evaluation Protocol=Probed2026.050.765
ST-MEMTrain Size=2048, Evaluation Protocol=Probed2026.050.755
ECGFounderTrain Size=2048, Evaluation Protocol=Probed2026.050.753
Blackbox DirectTrain Size=4096, Evaluation Protocol=End-to-end2026.050.749
ProtoSSL HEEDBTrain Size=2048, Evaluation Protocol=Probed2026.050.747
ECGFounderTrain Size=1024, Evaluation Protocol=Probed2026.050.736
Blackbox DirectTrain Size=2048, Evaluation Protocol=End-to-end2026.050.732
ProtoSSL HEEDBTrain Size=1024, Evaluation Protocol=Probed2026.050.729
ST-MEMTrain Size=1024, Evaluation Protocol=Probed2026.050.726
ProtoSSL HEEDBTrain Size=512, Evaluation Protocol=Probed2026.050.723
ECGFounderTrain Size=512, Evaluation Protocol=Probed2026.050.72
Blackbox DirectTrain Size=1024, Evaluation Protocol=End-to-end2026.050.714
ST-MEMTrain Size=512, Evaluation Protocol=Probed2026.050.713
Blackbox DirectTrain Size=512, Evaluation Protocol=End-to-end2026.050.71
ProtoSSL HEEDBTrain Size=256, Evaluation Protocol=Probed2026.050.701
ECGFounderTrain Size=256, Evaluation Protocol=Probed2026.050.7
ST-MEMTrain Size=256, Evaluation Protocol=Probed2026.050.693
Blackbox DirectTrain Size=256, Evaluation Protocol=End-to-end2026.050.667