Articulated Human Pose Estimation on LSP (test)
85.8Upper Arms AccuracySoft-argmax
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Soft-argmaxEvaluation Protocol=Observer-Centric (OC), Approach=Regression based method2017.10 | 85.8 | 98.2 | 96 | 75.5 | 93.8 | 89.8 | — | 88.4 | |
| Pishchulin et al.Evaluation Protocol=Observer-Centric (OC), Approach=Detection based method, citation=[33]2017.10 | 82.8 | 96 | 96.2 | 71.8 | 91 | 83.5 | — | 85 | |
| Pishchulin et al.2016.03 | 82.4 | 97 | 95.8 | 71.8 | 88.8 | 82 | 84.3 | — | |
| Deep Consensus VotingFine-tuning samples=10002016.03 | 80.4 | 97.3 | 94.7 | 71.4 | 88.9 | 84.5 | 84.2 | — | |
| Yang et al.Evaluation Protocol=Observer-Centric (OC), Approach=Detection based method2017.10 | 78.8 | 96.5 | 83.1 | 66.7 | 88.7 | 81.7 | — | 81.1 | |
| Chu et al.Evaluation Protocol=Observer-Centric (OC), Approach=Detection based method2017.10 | 76.5 | 95.4 | 89.6 | 65.2 | 87.6 | 83.2 | — | 81.1 | |
| Chen & Yuille2016.03 | 69.7 | 96 | 85.6 | 58.1 | 77.2 | 72.2 | 73.6 | — | |
| Chen and YuilleProtocol=Person-centric PCP2015.07 | 69.7 | 96 | 85.6 | 58.1 | 77.2 | 72.2 | 73.6 | — | |
| IDPREvaluation Protocol=strict PCP2014.07 | 69.2 | 92.7 | 87.8 | 55.4 | 82.9 | 77 | 75 | — | |
| Chen and YuilleEvaluation Protocol=Observer-Centric (OC), Approach=Detection based method2017.10 | 69.2 | 92.7 | 87.8 | 55.4 | 82.9 | 77 | — | 75 | |
| Carreira et al.2016.03 | 66.7 | 95.3 | 84.4 | 51 | 81.8 | 73.3 | 72.5 | — | |
| IEFProtocol=Person-centric PCP2015.07 | 66.7 | 95.3 | 84.4 | 51 | 81.8 | 73.3 | 72.5 | — | |
| Ouyang et al.Evaluation Protocol=strict PCP2014.07 | 63.3 | 85.8 | 83.1 | 46.6 | 76.5 | 72.2 | 68.6 | — | |
| Tompson et al.2016.03 | 63 | 90.3 | 83.7 | 51.2 | 70.4 | 61.1 | 66.6 | — | |
| Tompson et al.Protocol=Person-centric PCP2015.07 | 63 | 90.3 | 83.7 | 51.2 | 70.4 | 61.1 | 66.6 | — | |
| Fan et al.2016.03 | 62.8 | 95.4 | 86.6 | 49.1 | 77.7 | 69.8 | 70.1 | — | |
| Fan et al.Protocol=Person-centric PCP2015.07 | 62.8 | 95.4 | 86.6 | 49.1 | 77.7 | 69.8 | 70.1 | — | |
| Ramakrishna et al.Evaluation Protocol=Observer-Centric (OC), Approach=Detection based method2017.10 | 62.8 | 88.1 | 80.4 | 39.5 | 79 | 73.6 | — | 67.8 | |
| Ouyang et al.Evaluation Protocol=Observer-Centric (OC), Approach=Detection based method2017.10 | 61.9 | 88.6 | 84.3 | 45.4 | 77.8 | 71.9 | — | 68.7 | |
| Pishchulin et al.Evaluation Protocol=Observer-Centric (OC), Approach=Detection based method, citation=[32]2017.10 | 61.8 | 88.7 | 85.1 | 45 | 78.9 | 73.2 | — | 69.2 | |
| Pishchulin et al.Evaluation Protocol=strict PCP, Reference=[16]2014.07 | 61.5 | 88.7 | 85.6 | 44.9 | 78.8 | 73.4 | 69.2 | — | |
| Eichner & FerrariEvaluation Protocol=strict PCP2014.07 | 56.5 | 86.2 | 80.1 | 37.4 | 74.3 | 69.3 | 64.3 | — | |
| DeepPose*Evaluation Protocol=strict PCP, Annotations=Person-Centric, Extra Training Data=10,000 images2014.07 | 56 | — | — | 38 | 77 | 71 | — | — | |
| Pishchulin et al.Evaluation Protocol=Observer-Centric (OC), Approach=Detection based method, citation=[31]2017.10 | 54.4 | 87.4 | 77.4 | 33.7 | 75.7 | 68 | — | 62.8 | |
| Pishchulin et al.Evaluation Protocol=strict PCP, Reference=[15]2014.07 | 54.2 | 87.5 | 78.1 | 33.9 | 75.7 | 68 | 62.9 | — | |
| Kiefel and GehlerEvaluation Protocol=Observer-Centric (OC), Approach=Detection based method2017.10 | 54.1 | 84.3 | 78.3 | 28.3 | 74.5 | 67.6 | — | 61.2 | |
| Yang & RamananEvaluation Protocol=strict PCP2014.07 | 52.5 | 84.1 | 77.1 | 35.9 | 69.5 | 65.6 | 60.8 | — | |
| Pishchulin et al.Protocol=Person-centric PCP2015.07 | 45.5 | 88.9 | 85.1 | 35.1 | 64 | 58.1 | 58 | — |