Image Classification on ImageNet-1K (test) (Final Accuracy & Training Metrics)
66.7Final AccuracyRandom
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| RandomBudget=70%2025.12 | 66.7 | 5 | 50.3 | |
| UncertaintyBudget=70%2025.12 | 66.5 | 6 | 51.2 | |
| MODEBudget=70%2025.12 | 66.4 | 5 | 43.4 | |
| DiversityBudget=70%2025.12 | 65.6 | 6 | 53.1 | |
| MODEBudget=30%2025.12 | 63.1 | 5 | 47.3 | |
| DiversityBudget=30%2025.12 | 62.4 | 20 | 54.2 | |
| RandomBudget=30%2025.12 | 61.8 | 17 | 50.1 | |
| UncertaintyBudget=30%2025.12 | 61.7 | 20 | 52.3 | |
| MODEBudget=10%2025.12 | 54.9 | 12 | 42.8 | |
| RandomBudget=10%2025.12 | 48 | 20 | 39.4 | |
| DiversityBudget=10%2025.12 | 47.9 | 6 | 42.3 | |
| UncertaintyBudget=10%2025.12 | 47.7 | 7 | 41.3 |