DGM4
Benchmarks
TaskDatasetSOTA resultTrendResults
DGM4 (test)
68.4Accuracy
52
DGM4 Entire Dataset 1.0 (test)
92.48mAP
15
DGM4 Image Sub-dataset 1.0 (test)
84.07IoU Mean
15
DGM4 Average across domains (test)
76.65Accuracy
13
DGM4 Guardian domain (test)
91.1Accuracy
13
DGM4
81.62Precision
10
DGM4
82.47Mean IoU
10
DGM4
85.07OF1
10
DGM4
0.956AUC
10
DGM4
65.18Accuracy
9
DGM4 large-scale
97.14ACC
9
DGM4
79.38Precision
9
DGM4
85.51IoUm
9
DGM4
91.37mAP
9
DGM4
97.82AUC
9
DGM4 BBC domain (test)
72.37Accuracy
8
DGM4 Wash. domain (test)
72.84Accuracy
8
DGM4 USA domain (test)
71.95Accuracy
8
DGM4 Entire Dataset 1.0 (test)
77.79PR
8
DGM4 Entire Dataset 1.0 (test)
96.34AUC
8
DGM4 (test)
93.51AUC
7
DGM4 (test)
55Accuracy
7
DGM4 Text 1.0 (test)
82.88Precision
7
DGM4 Text Sub-dataset 1.0 (test)
96.38AUC
7
DGM4 Image Sub-dataset 1.0 (test)
97.15AUC
7