Active Learning on iWildCam (test)
89.77AccuracyParBaLS EPIG
Evaluation results
| Method | Links | |
|---|---|---|
| ParBaLS EPIGBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 89.77 | |
| SoftRankEPIGBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 86.5 | |
| ParBaLS-MAP EPIGBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 86.17 | |
| SoftmaxEPIGBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 86.15 | |
| EPIGBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 85.8 | |
| SoftRankBALDBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 85.27 | |
| PowerEPIGBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 84.12 | |
| PowerBALDBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 82.93 | |
| SoftmaxBALDBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 81.99 | |
| BALDBudget=100+10x20, Encoder=CLIP-ViT-B/32, PCA Dimensions=3052025.10 | 78.62 |