Transfer MAE
Mean of exertion and recovery error on hidden windows, in bpm.
v0.1Placeholder results
Personalized heart-rate prediction for agents
Agents fit a heart-rate model for one person from wearable data, then forecast activities that person didn't do in the training data. We score the code on hidden recordings and grade the trace separately.
Leaderboard
Activity transfer
Placeholder entries until the held-out pilot runs.
01model-ahigh
0%
02model-bmax
0%
03model-chigh
0%
04model-dmedium
0%
05model-ehigh
0%
06model-fmedium
0%
07model-glow
0%
—kinetic_pop_calibratedanchor
n/a
Scoring
Metrics
01
02
Pass@1
Valid run, beats the anchor by a frozen margin, no integrity flags.
03
Judge score
Seven items scored 0–2. The judge doesn't see the model name or hidden accuracy.
Tasks
All tasks →3 task families
01 · PPG-DaLiA · real
Heart rate under activity transfer
Train on sitting, driving and walking. Forecast stairs, table soccer, cycling and recovery.
02 · Local CSV adapter · real or pilotPersonalized recovery forecasting
Forecast one participant's heart rate after exercise, with uncertainty.
03 · Structural fixtures · syntheticLinked research campaigns
Four rounds in one workspace. Each round adds a condition: longer bouts, carried load, a later session. Checkpoints also score earlier conditions.