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Fine-Grained

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationFine-Grained iNat-21, SUN, Aircraft, CUB, CIFAR-10
Accuracy68.6
60
Mining Footprint SegmentationFine-grained (test)
Accuracy92.33
14
Generalized Category DiscoveryFine-grained Avg
Overall Accuracy76.6
12
Zero-shot ClassificationFine-Grained datasets (OxfordPets, Flowers102, Food101, StanfordCars)
Top-1 Accuracy (Clean)76.7
10
Image ClassificationFine-grained (Pets, Flowers)
Accuracy (Clean)95.45
5
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