Defect Detection on Industrial Thin-Film Defect Dataset
77F1 ScoreGSAL
Evaluation Results
| Method | Links | |
|---|---|---|
| GSALTraining data labeled (%)=102026.04 | 77 | |
| GSALLabeling budget (%)=10%2026.04 | 77 | |
| GSALTraining data labeled (%)=92026.04 | 75.9 | |
| NORISTraining data labeled (%)=102026.04 | 75.6 | |
| GSALTraining data labeled (%)=82026.04 | 75.6 | |
| PPALTraining data labeled (%)=102026.04 | 75.5 | |
| MIAODTraining data labeled (%)=102026.04 | 75.3 | |
| BADGETraining data labeled (%)=102026.04 | 75.1 | |
| NORISTraining data labeled (%)=92026.04 | 75.1 | |
| PPALTraining data labeled (%)=92026.04 | 75 | |
| EntropyLabeling budget (%)=10%2026.04 | 75 | |
| Core-setLabeling budget (%)=10%2026.04 | 75 | |
| Core-setTraining data labeled (%)=102026.04 | 74.9 | |
| MIAODTraining data labeled (%)=92026.04 | 74.9 | |
| NORISTraining data labeled (%)=82026.04 | 74.9 | |
| EntropyTraining data labeled (%)=102026.04 | 74.8 | |
| PPALTraining data labeled (%)=82026.04 | 74.8 | |
| GSALTraining data labeled (%)=62026.04 | 74.8 | |
| MIAODTraining data labeled (%)=82026.04 | 74.7 | |
| GSALTraining data labeled (%)=72026.04 | 74.6 | |
| BADGETraining data labeled (%)=82026.04 | 74.5 | |
| BADGETraining data labeled (%)=92026.04 | 74.4 | |
| NORISTraining data labeled (%)=62026.04 | 74.3 | |
| Core-setTraining data labeled (%)=82026.04 | 74.2 | |
| Core-setTraining data labeled (%)=92026.04 | 74.1 | |
| PPALTraining data labeled (%)=62026.04 | 74.1 | |
| NORISTraining data labeled (%)=72026.04 | 74.1 | |
| PPALTraining data labeled (%)=72026.04 | 74 | |
| RandomLabeling budget (%)=10%2026.04 | 74 | |
| CLIP-onlyLabeling budget (%)=10%2026.04 | 74 | |
| MIAODTraining data labeled (%)=62026.04 | 73.9 | |
| EntropyTraining data labeled (%)=82026.04 | 73.8 | |
| MIAODTraining data labeled (%)=72026.04 | 73.7 | |
| EntropyTraining data labeled (%)=92026.04 | 73.6 | |
| BADGETraining data labeled (%)=62026.04 | 73.6 | |
| GSALTraining data labeled (%)=52026.04 | 73.6 | |
| BADGETraining data labeled (%)=72026.04 | 73.4 | |
| Core-setTraining data labeled (%)=62026.04 | 73.2 | |
| NORISTraining data labeled (%)=52026.04 | 73.2 | |
| Core-setTraining data labeled (%)=72026.04 | 73 | |
| PPALTraining data labeled (%)=52026.04 | 73 | |
| MIAODTraining data labeled (%)=52026.04 | 72.8 | |
| EntropyTraining data labeled (%)=62026.04 | 72.6 | |
| BADGETraining data labeled (%)=52026.04 | 72.5 | |
| EntropyTraining data labeled (%)=72026.04 | 72.4 | |
| GSALTraining data labeled (%)=42026.04 | 72.4 | |
| Core-setTraining data labeled (%)=52026.04 | 72.3 | |
| NORISTraining data labeled (%)=42026.04 | 72.1 | |
| PPALTraining data labeled (%)=42026.04 | 72 | |
| EntropyTraining data labeled (%)=52026.04 | 71.8 | |
| MIAODTraining data labeled (%)=42026.04 | 71.8 | |
| BADGETraining data labeled (%)=42026.04 | 71.6 | |
| GSALTraining data labeled (%)=32026.04 | 71.5 | |
| Core-setTraining data labeled (%)=42026.04 | 71.3 | |
| NORISTraining data labeled (%)=32026.04 | 71.2 | |
| PPALTraining data labeled (%)=32026.04 | 71.1 | |
| MIAODTraining data labeled (%)=32026.04 | 70.9 | |
| EntropyTraining data labeled (%)=42026.04 | 70.6 | |
| BADGETraining data labeled (%)=32026.04 | 70.6 | |
| Core-setTraining data labeled (%)=32026.04 | 70.3 | |
| GSALTraining data labeled (%)=22026.04 | 70.3 | |
| NORISTraining data labeled (%)=22026.04 | 70.1 | |
| PPALTraining data labeled (%)=22026.04 | 69.9 | |
| EntropyTraining data labeled (%)=32026.04 | 69.7 | |
| MIAODTraining data labeled (%)=22026.04 | 69.7 | |
| BADGETraining data labeled (%)=22026.04 | 69.5 | |
| Core-setTraining data labeled (%)=22026.04 | 69.4 | |
| GSALTraining data labeled (%)=12026.04 | 69.1 | |
| EntropyTraining data labeled (%)=22026.04 | 68.9 | |
| NORISTraining data labeled (%)=12026.04 | 68.9 | |
| PPALTraining data labeled (%)=12026.04 | 68.8 | |
| MIAODTraining data labeled (%)=12026.04 | 68.7 | |
| BADGETraining data labeled (%)=12026.04 | 68.6 | |
| Core-setTraining data labeled (%)=12026.04 | 68.4 | |
| EntropyTraining data labeled (%)=12026.04 | 68 |