ECG Classification on CODE-15% (test)
97Macro AUROCST-MEM
Evaluation Results
| Method | Links | |
|---|---|---|
| ST-MEMTrain Size=74112, Evaluation Protocol=Probed2026.05 | 97 | |
| ST-MEMTrain Size=32768, Evaluation Protocol=Probed2026.05 | 96.9 | |
| ST-MEMTrain Size=16384, Evaluation Protocol=Probed2026.05 | 96.7 | |
| ST-MEMTrain Size=8192, Evaluation Protocol=Probed2026.05 | 96.5 | |
| ECGFounderTrain Size=74112, Evaluation Protocol=Probed2026.05 | 96.4 | |
| Blackbox DirectTrain Size=74112, Evaluation Protocol=End-to-end2026.05 | 96.4 | |
| ECGFounderTrain Size=32768, Evaluation Protocol=Probed2026.05 | 96.2 | |
| ST-MEMTrain Size=4096, Evaluation Protocol=Probed2026.05 | 96.1 | |
| ECGFounderTrain Size=16384, Evaluation Protocol=Probed2026.05 | 95.9 | |
| ST-MEMTrain Size=2048, Evaluation Protocol=Probed2026.05 | 95.9 | |
| Blackbox DirectTrain Size=32768, Evaluation Protocol=End-to-end2026.05 | 95.7 | |
| ECGFounderTrain Size=8192, Evaluation Protocol=Probed2026.05 | 95.7 | |
| ST-MEMTrain Size=1024, Evaluation Protocol=Probed2026.05 | 95.6 | |
| ECGFounderTrain Size=4096, Evaluation Protocol=Probed2026.05 | 95.2 | |
| ST-MEMTrain Size=512, Evaluation Protocol=Probed2026.05 | 95 | |
| ProtoSSL HEEDBTrain Size=74112, Evaluation Protocol=Probed2026.05 | 94.9 | |
| Blackbox DirectTrain Size=16384, Evaluation Protocol=End-to-end2026.05 | 94.9 | |
| ProtoSSL HEEDBTrain Size=32768, Evaluation Protocol=Probed2026.05 | 94.6 | |
| ECGFounderTrain Size=2048, Evaluation Protocol=Probed2026.05 | 94.4 | |
| ST-MEMTrain Size=256, Evaluation Protocol=Probed2026.05 | 94.3 | |
| ProtoSSL HEEDBTrain Size=16384, Evaluation Protocol=Probed2026.05 | 93.7 | |
| ECGFounderTrain Size=1024, Evaluation Protocol=Probed2026.05 | 92.9 | |
| ProtoSSL HEEDBTrain Size=8192, Evaluation Protocol=Probed2026.05 | 92.8 | |
| ECGFounderTrain Size=512, Evaluation Protocol=Probed2026.05 | 92.4 | |
| ECGFounderTrain Size=256, Evaluation Protocol=Probed2026.05 | 91.9 | |
| ProtoSSL HEEDBTrain Size=4096, Evaluation Protocol=Probed2026.05 | 91.7 | |
| Blackbox DirectTrain Size=8192, Evaluation Protocol=End-to-end2026.05 | 90.9 | |
| ProtoSSL HEEDBTrain Size=2048, Evaluation Protocol=Probed2026.05 | 90.5 | |
| ProtoSSL HEEDBTrain Size=1024, Evaluation Protocol=Probed2026.05 | 90 | |
| ProtoSSL HEEDBTrain Size=512, Evaluation Protocol=Probed2026.05 | 85.4 | |
| Blackbox DirectTrain Size=4096, Evaluation Protocol=End-to-end2026.05 | 81.5 | |
| ProtoSSL HEEDBTrain Size=256, Evaluation Protocol=Probed2026.05 | 79 | |
| Blackbox DirectTrain Size=2048, Evaluation Protocol=End-to-end2026.05 | 74.4 | |
| Blackbox DirectTrain Size=1024, Evaluation Protocol=End-to-end2026.05 | 66.4 | |
| Blackbox DirectTrain Size=512, Evaluation Protocol=End-to-end2026.05 | 60.2 | |
| Blackbox DirectTrain Size=256, Evaluation Protocol=End-to-end2026.05 | 57.3 |