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ResearchFormerly WizWand

Defect Detection on Industrial Thin-Film Defect Dataset

77F1 ScoreGSAL
67.6470.0772.574.93Apr 24, 2026
Updated 6mo ago

Evaluation results

MethodLinks
GSALTraining data labeled (%)=102026.0477
GSALLabeling budget (%)=10%2026.0477
GSALTraining data labeled (%)=92026.0475.9
NORISTraining data labeled (%)=102026.0475.6
GSALTraining data labeled (%)=82026.0475.6
PPALTraining data labeled (%)=102026.0475.5
MIAODTraining data labeled (%)=102026.0475.3
BADGETraining data labeled (%)=102026.0475.1
NORISTraining data labeled (%)=92026.0475.1
PPALTraining data labeled (%)=92026.0475
EntropyLabeling budget (%)=10%2026.0475
Core-setLabeling budget (%)=10%2026.0475
Core-setTraining data labeled (%)=102026.0474.9
MIAODTraining data labeled (%)=92026.0474.9
NORISTraining data labeled (%)=82026.0474.9
EntropyTraining data labeled (%)=102026.0474.8
PPALTraining data labeled (%)=82026.0474.8
GSALTraining data labeled (%)=62026.0474.8
MIAODTraining data labeled (%)=82026.0474.7
GSALTraining data labeled (%)=72026.0474.6
BADGETraining data labeled (%)=82026.0474.5
BADGETraining data labeled (%)=92026.0474.4
NORISTraining data labeled (%)=62026.0474.3
Core-setTraining data labeled (%)=82026.0474.2
Core-setTraining data labeled (%)=92026.0474.1
PPALTraining data labeled (%)=62026.0474.1
NORISTraining data labeled (%)=72026.0474.1
PPALTraining data labeled (%)=72026.0474
RandomLabeling budget (%)=10%2026.0474
CLIP-onlyLabeling budget (%)=10%2026.0474
MIAODTraining data labeled (%)=62026.0473.9
EntropyTraining data labeled (%)=82026.0473.8
MIAODTraining data labeled (%)=72026.0473.7
EntropyTraining data labeled (%)=92026.0473.6
BADGETraining data labeled (%)=62026.0473.6
GSALTraining data labeled (%)=52026.0473.6
BADGETraining data labeled (%)=72026.0473.4
Core-setTraining data labeled (%)=62026.0473.2
NORISTraining data labeled (%)=52026.0473.2
Core-setTraining data labeled (%)=72026.0473
PPALTraining data labeled (%)=52026.0473
MIAODTraining data labeled (%)=52026.0472.8
EntropyTraining data labeled (%)=62026.0472.6
BADGETraining data labeled (%)=52026.0472.5
EntropyTraining data labeled (%)=72026.0472.4
GSALTraining data labeled (%)=42026.0472.4
Core-setTraining data labeled (%)=52026.0472.3
NORISTraining data labeled (%)=42026.0472.1
PPALTraining data labeled (%)=42026.0472
EntropyTraining data labeled (%)=52026.0471.8
MIAODTraining data labeled (%)=42026.0471.8
BADGETraining data labeled (%)=42026.0471.6
GSALTraining data labeled (%)=32026.0471.5
Core-setTraining data labeled (%)=42026.0471.3
NORISTraining data labeled (%)=32026.0471.2
PPALTraining data labeled (%)=32026.0471.1
MIAODTraining data labeled (%)=32026.0470.9
EntropyTraining data labeled (%)=42026.0470.6
BADGETraining data labeled (%)=32026.0470.6
Core-setTraining data labeled (%)=32026.0470.3
GSALTraining data labeled (%)=22026.0470.3
NORISTraining data labeled (%)=22026.0470.1
PPALTraining data labeled (%)=22026.0469.9
EntropyTraining data labeled (%)=32026.0469.7
MIAODTraining data labeled (%)=22026.0469.7
BADGETraining data labeled (%)=22026.0469.5
Core-setTraining data labeled (%)=22026.0469.4
GSALTraining data labeled (%)=12026.0469.1
EntropyTraining data labeled (%)=22026.0468.9
NORISTraining data labeled (%)=12026.0468.9
PPALTraining data labeled (%)=12026.0468.8
MIAODTraining data labeled (%)=12026.0468.7
BADGETraining data labeled (%)=12026.0468.6
Core-setTraining data labeled (%)=12026.0468.4
EntropyTraining data labeled (%)=12026.0468