SUN
Benchmarks
TaskDatasetSOTA resultTrendResults
SUN397
97.8Accuracy
450
SUN397
98.4Accuracy
425
SUN397 (test)
95.94Top-1 Accuracy
251
SUN
69.6H
229
SUN
80.2Top-1 Accuracy
132
SUN397
85.57Accuracy (Base)
131
SUN397
80.3Top-1 Accuracy
129
SUN
15.81FPR@95
104
SUN
81.18Harmonic Mean Top-1 Accuracy
86
SUN (OOD)
95.33AUROC
81
SUN
77.6Accuracy
77
SUN397
83.92Base Score
75
SUN (unseen)
70.9Top-1 Accuracy (%)
50
SUN397
83.4Accuracy
49
SUN397
79.28Accuracy
40
SUN397 base-to-new
83.7Base Accuracy
39
SUN397
72.5Accuracy
36
SUN397
0.954Weighted Kendall's Tau
36
SUN 397 (test)
83.4Top-1 Accuracy
35
SUN
62U Score
34
SUN
3.76FPR@95
32
Two-Level SUN distributions (test)
48.2Harmonic Mean Acc_H
32
SUN397
50.1mAP
30
SUN GZSL
61.2Harmonic Mean
29
SUN
76.54Leaf Accuracy
29