Open World Semi Supervised Learning On 1
Metrics
All accuracy (50% Labeled)
Novel accuracy (50% Labeled)
Seen accuracy (50% Labeled)
Results
Performance results of various models on this benchmark
Comparison Table
| Model Name | All accuracy (50% Labeled) | Novel accuracy (50% Labeled) | Seen accuracy (50% Labeled) |
|---|---|---|---|
| generalized-category-discovery | 74.1 | 66.3 | 89.8 |
| a-simple-parametric-classification-baseline | 83.6 | 79.1 | 92.4 |
| towards-realistic-semi-supervised-learning | - | - | - |
| openldn-learning-to-discover-novel-classes | 79.1 | 68.6 | 89.6 |
| open-world-semi-supervised-learning-1 | 77.8 | 72.1 | 89.1 |