Task leaderboard
Last updated
Task leaderboard
1 reported result · Leaderboard page · Dataset details
| Rank | Method & evaluation | Area under ROC↑ Higher is better |
|---|---|---|
| 1 | PhysioWave-TEvaluation details · open weightsFine-tune, PTB-XL Super macro-AUROC; paper results table (arXiv 2611.08969v1). Value in % Label set: PTB-XL superdiagnostic (5 classes) Weights: open Reported as of: 2026-11-09 | 90.3 |
One reported result is available; this is not a multi-method comparison. Rows are ranked only within this task × dataset × metric. Protocols can differ; read each method’s evaluation details before comparing.
From the hub's dated sync history: new results as they are added, and SOTA stars as they are awarded or move.
Rankings apply within each dataset and metric. Open evaluation details for differences in protocols.
| Rank | Method & evaluation | Area under ROC↑ Higher is better |
|---|---|---|
| 1 | PhysioWave-TEvaluation details · open weightsFine-tune, PTB-XL Super macro-AUROC; paper results table (arXiv 2611.08969v1). Value in % Label set: PTB-XL superdiagnostic (5 classes) Weights: open Reported as of: 2026-11-09 | 90.3 |
| Rank | Method & evaluation | Macro-averaged F1↑ Higher is better |
|---|---|---|
| 1 | PhysioWave-TEvaluation details · open weightsFine-tune, PTB-XL Super; paper results table (arXiv 2611.08969v1). Value in % Label set: PTB-XL superdiagnostic (5 classes) Weights: open Reported as of: 2026-11-09 | 70.9 |
| Rank | Method & evaluation | Area under ROC↑ Higher is better |
|---|---|---|
| 1 | Pediatric ECG FMEvaluation details · open weightsExternal 10,999 ECGs, mean AUC across 30 labels (paper abstract) Weights: open Reported as of: 2026-11-06 | 0.9385 |
| Rank | Method & evaluation | Area under ROC↑ Higher is better |
|---|---|---|
| 1 | Pediatric ECG FMEvaluation details · open weightsPediatric fine-tune mean AUC multi-label; compare direct transfer 0.8256 and from-scratch 0.9661 (paper abstract) Weights: open Reported as of: 2026-11-06 | 0.9695 |