Herbarium
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Generalized Category Discovery | Herbarium19 | Score (All Categories)50.3 | 71 | |
| Generalized Category Discovery | Herbarium19 (test) | Score (All Categories)46.3 | 37 | |
| Fine-grained Image Classification | Herbarium (test) | Top-1 Test Error14.9 | 21 | |
| Fine-grained Image Classification | Herbarium-19 | Accuracy (All)0.44 | 7 | |
| Generalized Category Discovery | Herbarium 2019 (unlabelled) | ACC (All)44 | 6 | |
| Generalized Category Discovery | Herbarium 2019 (test) | Accuracy (All)37 | 6 | |
| Novel Class Discovery | Herbarium19 (test) | Accuracy45 | 2 | |
| Fine-grained Image Classification | Herbarium 2020 (private-set) | Macro F177.6 | 2 | |
| Image Classification | Herbarium 2019 (test) | Top-1 Accuracy88.845 | 1 |
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