ADE20K
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ADE20k
36.7Top-1 Balanced Accuracy
6
ADE20K
42.34mIoU
6
ADE20K cross-dataset
21.1PQ
6
ADE20K
49.4mIoU
6
ADE20K base queries 150 classes
73.1Accuracy
6
ADE20K 150 categories (val)
42.3PQ
6
ADE20K (val)
30.2FID
6
ADE20K (val)
22.6mIoU (1/32 partition)
6
ADE20K without background class
0.171mIoU
6
ADE20K (val)
46.9box AP
6
ADE20K 847 classes
7.1mIoU
6
ADE20K 150 categories (test)
79.36Pixel Accuracy
6
ADE20k outdoor
42.4FID
6
ADE20K 100-10 scenario
44.3mIoU (Classes 1-100)
6
ADE20K 100-50 scenario
44.3mIoU (Classes 1-100)
6
ADE20K 1/16 (1263)
46.7mIoU
5
ADE20K 1/32 (631)
45mIoU
5
ADE20k
43.1FG-ARI
5
ADE20k (val)
91.5Accuracy
5
ADE20K (val)
37.7mIoU (Clean)
5
ADE20K
13.8mIoU-fg
5
ADE20K 100-50 Aggregate
37.6PQavg
5
ADE20K 100-50 (Disjoint stream)
42.3PQ Base (1-100)
5
ADE20K 100-50 Overlap stream
42.4PQbase (1-100)
5
ADE20K 100-10 (Disjoint stream)
39.1PQbase
5