iNaturalist
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
iNaturalist (test)
46.6Accuracy
8
iNaturalist (Participating)
62.41Accuracy
8
iNaturalist 10K (test)
45.86OOD Detection Result
8
iNaturalist 2021 (test)
14.4Exact Match (EM)
8
iNaturalist 2021 (test)
93.6Accuracy
8
iNaturalist 2017 (val)
76.8Many-shot Acc
8
INaturalist
84.5R@1
8
iNaturalist Challenge 2018 (test)
13.068Top-3 Error Rate
8
iNaturalist Species-level Retrieval seen
91.2Top-1 Accuracy
7
iNaturalist Species-level Retrieval (seen)
86.3Top-1 Accuracy
7
iNaturalist
72.27Accuracy
7
iNaturalist uniform 2018 (test)
72.9Top-1 Acc
7
iNaturalist 5089-class 2017 (val)
63.6Top-1 Acc
7
iNaturalist 2011
68.2Accuracy
6
iNaturalist
85Top-1 Accuracy
6
iNaturalist Species-level Retrieval seen
81.1Top-1 Acc
6
iNaturalist Species-level Retrieval seen
63.7Top-1 Accuracy
6
iNaturalist mini 2021 (train)
13.07Accuracy
6
iNaturalist
87.1TPR
6
iNaturalist 2019
6.36FID
6
iNATURALIST ResNet-50 (test)
49Hit@1
5
iNaturalist Species-level Retrieval seen
57.5Top-1 Accuracy
5
iNaturalist Species-level Retrieval seen
50.3Top-1 Accuracy
5
iNaturalist 2019 (val)
11.46FID
5
iNaturalist 2019 (fine-tuning)
81Accuracy
5