iWildCam
Benchmarks
TaskDatasetSOTA resultTrendResults
iWildCam (test)
90.24Accuracy
45
iWildCam
85.1Accuracy
39
iWILDCam OOD
72.68Accuracy
26
iWildCam OOD (test)
53.1F1-macro
19
iWildCam WILDS 2.0 (OOD)
46Macro F1
17
iWildCam WILDS (test)
46.4Macro F1
17
iWildCam-WILDS
0.7MAE
16
iWILDCam
52.2Accuracy
16
iWILDCam ID
52.5Accuracy
15
iWildCam-WILDS 1.0 (test-ID)
78.9Top-1 Acc
15
iWildCam-WILDS (val)
65.4Accuracy
15
iWildCam WILDS 2020 (test)
74.5Accuracy
14
iWildCam ID (test)
50.1F1-macro
10
iWildCam (test)
89.77Accuracy
10
iWildCAM Unseen v1.0 (test)
26.43Mean Accuracy
10
iWildCAM Seen v1.0 (test)
51.08Mean Accuracy
10
iWildCAM Overall v1.0 (test)
41.59Mean Accuracy
10
iWildCam
80.9F1 Score
10
iWildCam
77.51Accuracy
9
iWildCam WILDS
0.327Macro F1
9
iWildCam (21 new locations)
41.59Overall Accuracy
9
iWildCam 2020
26.5Actual Error
3