List your company
ResearchFormerly WizWand

Active Learning on coupled double-well n=1100 (test)

22.98Mean NLLOracle
22.3126.832531.35535.8775May 14, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Oracle2026.0522.98—————
MI-LB (MaxDist)Acquisition strategy=MaxDist, Training-set size (n)=1100, Score weight (w)=1, Number of seeds=52026.0530.49——0.4629.8430.91
Core-SetTraining-set size (n)=1100, Number of seeds=52026.0530.57——0.5629.9731.31
Epistemic Variance (SBAL)Acquisition strategy=SBAL, Training-set size (n)=1100, Temperature (T)=1.0, Number of seeds=52026.0531.01——0.5730.4331.61
MI-LB (top-k)Acquisition strategy=top-k, Training-set size (n)=1100, Number of seeds=52026.0531.12——0.3430.5831.37
BAITTraining-set size (n)=1100, Number of seeds=52026.0532.26——1.5530.434.34
Epistemic Variance (top-k)Acquisition strategy=top-k, Training-set size (n)=1100, Number of seeds=52026.0532.56——1.1431.4134.14
MI-LB (SBAL)Acquisition strategy=SBAL, Training-set size (n)=1100, Temperature (T)=1.0, Number of seeds=52026.0533.99——0.7433.2135.01
RandomTraining-set size (n)=1100, Number of seeds=52026.0539.73——0.938.8940.97
BAITTraining-set size (n)=1100, Number of seeds=52026.05—281.3268.8———
Core-SetTraining-set size (n)=1100, Number of seeds=52026.05—304.3249.3———
Epistemic Variance (SBAL)Training-set size (n)=1100, Number of seeds=5, Selection strategy=SBAL, SBAL Temperature (T)=1.02026.05—456.8392.9———
Epistemic Variance (top-k)Training-set size (n)=1100, Number of seeds=5, Selection strategy=top-k2026.05—122.1109.1———
MI-LB (MaxDist)Training-set size (n)=1100, Number of seeds=5, Selection strategy=MaxDist, MaxDist score weight (w)=12026.05—130.7113.5———
MI-LB (SBAL)Training-set size (n)=1100, Number of seeds=5, Selection strategy=SBAL, SBAL Temperature (T)=1.02026.05—553423.5———
MI-LB (top-k)Training-set size (n)=1100, Number of seeds=5, Selection strategy=top-k2026.05—70.859.9———
RandomTraining-set size (n)=1100, Number of seeds=52026.05—518.1462.6———