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SotA/Computer Vision/Image Retrieval/iNaturalist

Image Retrieval on iNaturalist

Metric: R@5 (higher is better)

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#Model↕R@5▼Extra DataPaperDate↕Code
1Recall@k Surrogate loss (ViT-B/16)92.1NoRecall@k Surrogate Loss with Large Batches and S...2021-08-25Code
2ROADMAP (DeiT-S)86.2NoRobust and Decomposable Average Precision for Im...2021-10-01Code
3Recall@k Surrogate loss (ResNet-50)84.7NoRecall@k Surrogate Loss with Large Batches and S...2021-08-25Code
4ROADMAP (ResNet-50)83.1NoRobust and Decomposable Average Precision for Im...2021-10-01Code
5Smooth-AP81.8NoSmooth-AP: Smoothing the Path Towards Large-Scal...2020-07-23Code