ExLPose
Benchmarks
TaskDatasetSOTA resultTrendResults
ExLPose-OCN (test)
39.1AP@0.5:0.95 (A7M3)
23
ExLPose Low-light-normal (LL-N)
42.3AP (IoU 0.5:0.95)
22
ExLPose LL-E (test)
11.7AP (0.5:0.95)
21
ExLPose LL-N (test)
39.4AP@0.5:0.95
21
ExLPose LL-H (test)
28AP@0.5:0.95
18
ExLPose WL (test)
67.3AP@0.5:0.95
18
ExLPose Well-lit (WL)
68.8AP (0.5:0.95)
15
ExLPose Low-light-all (LL-A)
32.7AP@0.5:0.95
15
ExLPose Low-light-easy (LL-E)
18.6AP (0.5:0.95)
15
ExLPose Low-light-hard (LL-H)
34AP (IoU 0.5:0.95)
15
ExLPose LL-E (test)
20.4Average Recall (AR@.50:.95)
11
ExLPose LL-H (test)
37.4AR@.50:.95
11
ExLPose LL-A (test)
36.5AR@.50:.95
11
ExLPose WL
75AR@.50:.95
11
ExLPose Well-lit (test)
67.3AP@0.5:0.95
10
ExLPose High low-light LL-H (test)
28AP@0.5:0.95
10
ExLPose-OCN (A7M3)
41.3AP@0.5:0.95
7
ExLPose Average low-light LL-A (test)
21.1AP (0.5:0.95)
7
ExLPose LL-E Extreme low-light (test)
7.6AP@0.5:0.95
7
ExLPose Well-lit 1.0 (test)
63.5AP (0.5:0.95)
7
ExLPose Low-light-all 1.0 (test)
34.9AP@0.5:0.95
7
ExLPose Low-light-extreme 1.0 (test)
21AP (0.5:0.95)
7
ExLPose Low-light-hard 1.0 (test)
34.5AP@0.5:0.95
7
ExLPose Low-light-normal 1.0 (test)
46.2AP@0.5:0.95
7
ExLPose (LL-T)
—AP (IoU 0.5:0.95)
0