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ResearchFormerly WizWand

ECG Classification on CODE-15% (test)

97Macro AUROCST-MEM
55.71266.43177.1587.869May 7, 2026
Updated 5mo ago

Evaluation results

MethodLinks
ST-MEMTrain Size=74112, Evaluation Protocol=Probed2026.0597
ST-MEMTrain Size=32768, Evaluation Protocol=Probed2026.0596.9
ST-MEMTrain Size=16384, Evaluation Protocol=Probed2026.0596.7
ST-MEMTrain Size=8192, Evaluation Protocol=Probed2026.0596.5
ECGFounderTrain Size=74112, Evaluation Protocol=Probed2026.0596.4
Blackbox DirectTrain Size=74112, Evaluation Protocol=End-to-end2026.0596.4
ECGFounderTrain Size=32768, Evaluation Protocol=Probed2026.0596.2
ST-MEMTrain Size=4096, Evaluation Protocol=Probed2026.0596.1
ECGFounderTrain Size=16384, Evaluation Protocol=Probed2026.0595.9
ST-MEMTrain Size=2048, Evaluation Protocol=Probed2026.0595.9
Blackbox DirectTrain Size=32768, Evaluation Protocol=End-to-end2026.0595.7
ECGFounderTrain Size=8192, Evaluation Protocol=Probed2026.0595.7
ST-MEMTrain Size=1024, Evaluation Protocol=Probed2026.0595.6
ECGFounderTrain Size=4096, Evaluation Protocol=Probed2026.0595.2
ST-MEMTrain Size=512, Evaluation Protocol=Probed2026.0595
ProtoSSL HEEDBTrain Size=74112, Evaluation Protocol=Probed2026.0594.9
Blackbox DirectTrain Size=16384, Evaluation Protocol=End-to-end2026.0594.9
ProtoSSL HEEDBTrain Size=32768, Evaluation Protocol=Probed2026.0594.6
ECGFounderTrain Size=2048, Evaluation Protocol=Probed2026.0594.4
ST-MEMTrain Size=256, Evaluation Protocol=Probed2026.0594.3
ProtoSSL HEEDBTrain Size=16384, Evaluation Protocol=Probed2026.0593.7
ECGFounderTrain Size=1024, Evaluation Protocol=Probed2026.0592.9
ProtoSSL HEEDBTrain Size=8192, Evaluation Protocol=Probed2026.0592.8
ECGFounderTrain Size=512, Evaluation Protocol=Probed2026.0592.4
ECGFounderTrain Size=256, Evaluation Protocol=Probed2026.0591.9
ProtoSSL HEEDBTrain Size=4096, Evaluation Protocol=Probed2026.0591.7
Blackbox DirectTrain Size=8192, Evaluation Protocol=End-to-end2026.0590.9
ProtoSSL HEEDBTrain Size=2048, Evaluation Protocol=Probed2026.0590.5
ProtoSSL HEEDBTrain Size=1024, Evaluation Protocol=Probed2026.0590
ProtoSSL HEEDBTrain Size=512, Evaluation Protocol=Probed2026.0585.4
Blackbox DirectTrain Size=4096, Evaluation Protocol=End-to-end2026.0581.5
ProtoSSL HEEDBTrain Size=256, Evaluation Protocol=Probed2026.0579
Blackbox DirectTrain Size=2048, Evaluation Protocol=End-to-end2026.0574.4
Blackbox DirectTrain Size=1024, Evaluation Protocol=End-to-end2026.0566.4
Blackbox DirectTrain Size=512, Evaluation Protocol=End-to-end2026.0560.2
Blackbox DirectTrain Size=256, Evaluation Protocol=End-to-end2026.0557.3