Caltech-UCSD Birds
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Classification | Caltech-UCSD Birds (CUB-200-2011) (test) | Accuracy93.29 | 26 | |
| Retrieval | Caltech-UCSD Birds-200 (CUB) 2011 (test) | MRR0.34 | 21 | |
| Image Classification | Caltech-UCSD Birds-200-2011 (CUB) Standard | Hit@1 Accuracy59 | 16 | |
| Image Classification | Caltech-UCSD Birds 200 | Accuracy86.5 | 12 | |
| Image Retrieval | Caltech-UCSD Birds-200 2011 (test) | Recall@169.2 | 12 | |
| Visual Explanation | Caltech-UCSD Birds-200 2011 | AUC-D77.8 | 10 | |
| Image Retrieval | Caltech-UCSD Birds 200-2011 (CUB) (test) | mAP40.4 | 8 | |
| Foreground Extraction | Caltech-UCSD Birds-200 2011 (train) | IoU56.4 | 7 | |
| Concept Classification | Caltech-UCSD Birds-200 2011 (test) | Concept Accuracy94.9403 | 4 | |
| Anomaly Detection | Caltech-UCSD Birds 200 (test) | Average Class ROCAUC95.2 | 2 |
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