ADE20K
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ADE20K 150 59 (val)
41.89Panoptic Quality (PQ)
35
ADE20K 150 classes (val)
40.7mIoU
35
RAW ADE20K Low-light (LOW)
40.82mIoU
34
RAW ADE20K (Over-exposure (OE))
46.65mIoU
32
ADE20K RAW Normal (NM)
48.04mIoU
32
ADE20K (val)
51.2PQ (Initial Classes)
32
ADE20K 847 categories (val)
16.3mIoU
31
ADE20K 150 59 (val)
41.24AP
30
ADE20K-150 (test)
37.1mIoU
29
ADE20k 100-50 (2 tasks) (val)
54.11mIoU (0-100)
28
ADE20K
47.47mIoU
28
ADE20K 164K (val)
53.2mIoU
27
ADE20k 92 (val)
62.8mIoU
26
ADE20K
59.09mIoU (SS)
26
ADE20K (ADE) (val)
43.3mIoU
25
ADE20k 50-50 (3 tasks) (val)
38mIoU (51-150)
25
ADE20k 512 x 512
54.86mIoU
24
ADE20K
27IoU
24
ADE20k 100-10 (6 tasks) (val)
0.372mIoU (101-150)
24
ADE20K Part-234
49.96h-IoU
24
ADE20K A-847
20mIoU
23
ADE20K 150 (test)
35.2mIoU
22
ADE20K 2017 (val)
52.87mIoU (s.s.)
22
ADE20K 10% labeled data (val)
16.7maskAP
22
ADE20K-C
10.8Gauss. Error
21