Birds
Benchmarks
TaskDatasetSOTA resultTrendResults
Birds
95.2Accuracy
75
birds
63.4Average Precision
48
Birds
0.012RMSLE
35
birds
80.9Macro-AUC
32
birds
41.1One-error
27
birds
0.045Hamming Loss
27
birds
36.11Macro-F1
24
Birds 1.0 (val)
88.2Accuracy
24
birds
79.45Runtime (s)
19
Birds-31
81.25Accuracy (C to I)
19
Birds-200
58.8cACC
17
Birds-525 (B)
96.72Accuracy
14
Birds
42.41F1 Score
12
Birds 525
0.284Deliberation
12
Birds-31 (CUB-200-2011, iNaturalist2017, NABirds)
72.77Accuracy (C -> I)
12
Birds Meta-Dataset (test)
82.5Mean Accuracy
10
Birds (test)
54.6IoU
10
birds avg.#CLs 5
22.9Coverage
9
birds avg.#CLs 4
20Coverage
9
birds avg.#CLs 3
21.2Coverage
9
birds
91.7AMI
9
birds
0.752ARI
9
Birds
0.226MSE
8
Birds regular ND
98.5AUROC
7
Birds Meta-Dataset 1.0 (test)
0.699Accuracy
7