BREEDS
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Fine-grained recognition | BREEDS ENTITY-30 (test) | Accuracy94.02 | 18 | |
| Fine-grained recognition | BREEDS ENTITY-13 (test) | Accuracy94.72 | 18 | |
| Fine-grained recognition | BREEDS NONLIVING-26 (test) | Accuracy90.33 | 18 | |
| Fine-grained recognition | BREEDS LIVING-17 (test) | Accuracy90.97 | 18 | |
| Group Robustness Classification | BREEDS Living-17 | WG Score84 | 16 | |
| Image Classification | Breeds (test) | Accuracy (1st Worst Subgroup)72.5 | 15 | |
| Image Classification | BREEDS Nonliving-26 | WG Score61.3 | 8 | |
| Image Classification | BREEDS Living-17 | WG Score70.7 | 8 | |
| Unsupervised Image Classification | Nonliving26 BREEDS (val) | NMI72.2 | 8 | |
| Intra-class Fine-grained Recognition | BREEDS | Accuracy (Living17)70.72 | 6 | |
| Subgroup Discovery | Breeds 1.0 (test) | Cosine Similarity25.26 | 5 | |
| Biased subgroup detection | Breeds (test) | Success Rate61.5 | 5 |
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