GLD
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Image Retrieval | GLD v2 (test) | mAP (self)0.2212 | 67 | |
| Image Retrieval | GLD v2 | mAP@10058.6 | 21 | |
| Calibration | GLD OOD-domains v2 | ECE3.41 | 18 | |
| Calibration | GLD InD-domains v2 | ECE (%)2.61 | 18 | |
| Image Retrieval | GLDv2 In-Domain | mAP37.5 | 7 | |
| Image Retrieval | GLD v1 v2-clean (private) | mAP@10027 | 6 | |
| Model Performance Prediction | GLDv2 OOD-domains | MAE6.37 | 6 | |
| Model Performance Prediction | GLDv2 InD-domains | MAE4.64 | 6 | |
| Instance-level classification | GLD v2 (test) | CLS1 Score18.5 | 6 | |
| Supervised Image Retrieval | GLD Public v2 | Recall@133.1 | 5 | |
| Supervised Image Retrieval | GLD v2 (Private) | Recall@136.4 | 5 | |
| Image Retrieval | GLDv2 clean v1 (public) | mAP@10024.6 | 5 | |
| Image Verification | GLD | Recall@FAR=1e-3 (Approx)26.18 | 2 |
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