revisits

Control ×4
0.9281
Incumbent
control
Gain over control
+0.0000
Decided · accepted
2 · 0
Now
runstagetimeepoch×1 AUCΔ vs incumbent
no-dsutraining16m 05s8/100.9226-0.0013
Up next
  1. no-anatomical-bias prepared
  2. no-bilateral-smoothing queued
  3. no-resolution-degradation queued
  4. plane-contrast-feature-adapters queued
  5. plane-conditioned-batchnorm queued
  6. rn18-stochastic-depth queued
  7. ema-0999 queued
  8. ema-09995 queued

Results

runverdict×4 macroΔ vs its reference80% intervalsoft ΔΔ ×4 vs controlbest ×1best epochtrain s
control–0.9281––––0.924581222
dense-plane-readoutsreject0.9228-0.0052[-0.0071, -0.0034]-0.0036-0.00520.920391233
plane-contrast-readoutsreject0.9290+0.0009[+0.0001, +0.0017]+0.0000+0.00090.925491217
no-dsutraining–––––0.9226––

Curves

Black: control. Each run keeps its own colour; the incumbent is the thickest line and the run training now is dashed. Finished runs are faded; hover or isolate one to read it. Beyond eight runs the oldest turn grey. Click a legend entry to hide a run, double-click to isolate it.

Per label

×4 AUC Δ ×1000 against each run's own reference (the incumbent when it ran); blue up, red down, full colour at ±10. Hover a cell for both AUCs.
runmacro ΔACLMCLMedial MeniscusLateral MeniscusMedial OALateral OAPF OAEffusionSynovitisBaker'sContusionFracture
dense-plane-readouts-0.0052-4.2-11.9-0.7-5.9-3.5-4.9-8.9-5.2-8.5-6.9-7.3+4.9
plane-contrast-readouts+0.0009-1.2-0.5+0.5+1.3+0.4+5.4+1.9+1.7+2.9-1.7+2.7-2.4
Full status
revisits · codex · RUNNING · supervisor alive
Budget 10m 10s–30m 32s training, 34m 26s per experiment · epochs free · fold 0

Inbox: 1 request(s) waiting for the supervisor's next safe point.

Now
  training      16m 05s  no-dsu, epoch 8/10, val AUC 0.922569 (incumbent 0.923912 at this epoch, -0.0013)

Backlog  8 queued (refill below 3, target 5); forced seeds 2/11 done, research waits for the rest
  1. no-anatomical-bias [prepared]
  2. no-bilateral-smoothing [queued]
  3. no-resolution-degradation [queued]
  4. plane-contrast-feature-adapters [queued]
  5. plane-conditioned-batchnorm [queued]
  6. rn18-stochastic-depth [queued]
  7. ema-0999 [queued]
  8. ema-09995 [queued]
  next candidate: no-anatomical-bias (prepared)

Score
  Starting reference AUC: 0.928062 (historical-control)
  Incumbent: historical-control | AUC 0.928062 (x1 0.924507)
  AUC change since start: +0.000000
  Retained experimental gain: +0.000000 (0 retained acceptances; vs historical-control)

Results  2 decided, 0 provisionally accepted
  idea                         delta  adoption 80% CI           verdict
  dense-plane-readouts     -0.005248  [-0.007138, -0.003362]    reject
  plane-contrast-readouts  +0.000918  [+0.000096, +0.001703]    reject

Cost (API-equivalent, not subscription quota)
  completion_reporter/completion    2 jobs       n/a
  developer                         4 jobs       n/a
  orchestrator/review               4 jobs       n/a
  total                            10 jobs       n/a
  usage incomplete: 
  tokens: 0.68M new input, 3.54M cached, 0.04M output
  completion reports: 2 reported

Artifacts: /home/claudio/src/knee-abnormality/outputs/autoresearch/revisits