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ExLPose

Benchmarks

Task NameDataset NameSOTA ResultTrend
Human Pose EstimationExLPose-OCN (test)
AP@0.5:0.95 (A7M3)39.1
23
Human Pose EstimationExLPose Low-light-normal (LL-N)
AP (IoU 0.5:0.95)42.3
22
Human Pose EstimationExLPose LL-E (test)
AP (0.5:0.95)11.7
21
Human Pose EstimationExLPose LL-N (test)
AP@0.5:0.9539.4
21
Human Pose EstimationExLPose LL-H (test)
AP@0.5:0.9528
18
Human Pose EstimationExLPose WL (test)
AP@0.5:0.9567.3
18
Human Pose EstimationExLPose Well-lit (WL)
AP (0.5:0.95)68.8
15
Human Pose EstimationExLPose Low-light-all (LL-A)
AP@0.5:0.9532.7
15
Human Pose EstimationExLPose Low-light-easy (LL-E)
AP (0.5:0.95)18.6
15
Human Pose EstimationExLPose Low-light-hard (LL-H)
AP (IoU 0.5:0.95)34
15
2D Human Pose EstimationExLPose LL-E (test)
Average Recall (AR@.50:.95)20.4
11
2D Human Pose EstimationExLPose LL-H (test)
AR@.50:.9537.4
11
2D Human Pose EstimationExLPose LL-A (test)
AR@.50:.9536.5
11
2D Human Pose EstimationExLPose WL
AR@.50:.9575
11
Pose EstimationExLPose Well-lit (test)
AP@0.5:0.9567.3
10
Pose EstimationExLPose High low-light LL-H (test)
AP@0.5:0.9528
10
Human Pose EstimationExLPose-OCN (A7M3)
AP@0.5:0.9541.3
7
Pose EstimationExLPose Average low-light LL-A (test)
AP (0.5:0.95)21.1
7
Pose EstimationExLPose LL-E Extreme low-light (test)
AP@0.5:0.957.6
7
Person DetectionExLPose Well-lit 1.0 (test)
AP (0.5:0.95)63.5
7
Person DetectionExLPose Low-light-all 1.0 (test)
AP@0.5:0.9534.9
7
Person DetectionExLPose Low-light-extreme 1.0 (test)
AP (0.5:0.95)21
7
Person DetectionExLPose Low-light-hard 1.0 (test)
AP@0.5:0.9534.5
7
Person DetectionExLPose Low-light-normal 1.0 (test)
AP@0.5:0.9546.2
7
Multi-person Pose EstimationExLPose (LL-T)
AP (IoU 0.5:0.95)-
0
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