paper-with-me

Egocentric Pose Estimation 벤치마크

Egocentric Pose Estimation on SceneEgo

32개 결과 · ⬇ CSV · JSON

Average MPJPE (mm)

57.59 103.5 149.4 195.4 241.3 2018-03 2026-09 Mo2Cap2 — 200.3 (2018-03-15) Mo2Cap2 — 200.3 (2018-03-15) Mo2Cap2 — 200.3 (2018-03-15) Mo2Cap2 — 200.3 (2018-03-15) xR-egopose — 241.3 (2019-07-23) xR-egopose — 241.3 (2019-07-23) xR-egopose — 241.3 (2019-07-23) xR-egopose — 241.3 (2019-07-23) GlobalEgoMocap — 183.0 (2021-04-27) GlobalEgoMocap — 183.0 (2021-04-27) GlobalEgoMocap — 183.0 (2021-04-27) GlobalEgoMocap — 183.0 (2021-04-27) EgoPW — 189.6 (2022-01-20) EgoPW — 189.6 (2022-01-20) EgoPW — 189.6 (2022-01-20) EgoPW — 189.6 (2022-01-20) SceneEgo — 118.5 (2022-12-20) SceneEgo — 118.5 (2022-12-20) SceneEgo — 118.5 (2022-12-20) SceneEgo — 118.5 (2022-12-20) EgoWholeMocap-Temporal — 57.59 (2023-11-28) EgoWholeMocap-Single Frame — 64.19 (2023-11-28) EgoWholeMocap-Temporal — 57.59 (2023-11-28) EgoWholeMocap-Single Frame — 64.19 (2023-11-28) EgoWholeMocap-Temporal — 57.59 (2023-11-28) EgoWholeMocap-Single Frame — 64.19 (2023-11-28) EgoWholeMocap-Temporal — 57.59 (2023-11-28) EgoWholeMocap-Single Frame — 64.19 (2023-11-28) EgoPoseFormer — 93.0 (2024-03-26) EgoPoseFormer — 93.0 (2024-03-26) EgoPoseFormer — 93.0 (2024-03-26) EgoPoseFormer — 93.0 (2024-03-26) Mo2Cap2 — 200.3 (2018-03-15) xR-egopose — 241.3 (2019-07-23)
RankModel Average MPJPE (mm)PA-MPJPE Extra Training Data PaperCodeYear
1 EgoWholeMocap-Temporal 57.5946.55 ✓ Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement 2023
2 EgoWholeMocap-Single Frame 64.1950.06 ✓ Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement 2023
3 EgoPoseFormer 93.074.3 EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose Estimation chenhongyiyang/egoposeformer 2024
4 SceneEgo 118.592.75 ✓ Scene-aware Egocentric 3D Human Pose Estimation jianwang-mpi/SceneEgo 2022
5 GlobalEgoMocap 183.0106.2 ✓ Estimating Egocentric 3D Human Pose in Global Space jianwang-mpi/GlobalEgoMocap 2021
6 EgoPW 189.6105.3 ✓ Estimating Egocentric 3D Human Pose in the Wild with External Weak Supervision 2022
7 Mo2Cap2 200.3121.2 ✓ Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera 2018
8 xR-egopose 241.3133.9 ✓ xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera 2019
9 EgoWholeMocap-Temporal 57.5946.55 ✓ Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement 2023
10 EgoWholeMocap-Single Frame 64.1950.06 ✓ Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement 2023
11 EgoPoseFormer 93.074.3 EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose Estimation chenhongyiyang/egoposeformer 2024
12 SceneEgo 118.592.75 ✓ Scene-aware Egocentric 3D Human Pose Estimation jianwang-mpi/SceneEgo 2022
13 GlobalEgoMocap 183.0106.2 ✓ Estimating Egocentric 3D Human Pose in Global Space jianwang-mpi/GlobalEgoMocap 2021
14 EgoPW 189.6105.3 ✓ Estimating Egocentric 3D Human Pose in the Wild with External Weak Supervision 2022
15 Mo2Cap2 200.3121.2 ✓ Mo2Cap2: Real-time Mobile 3D Motion Capture with a Cap-mounted Fisheye Camera 2018
16 xR-egopose 241.3133.9 ✓ xR-EgoPose: Egocentric 3D Human Pose from an HMD Camera 2019
17 EgoWholeMocap-Temporal 57.5946.55 ✓ Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement 2023
18 EgoWholeMocap-Single Frame 64.1950.06 ✓ Egocentric Whole-Body Motion Capture with FisheyeViT and Diffusion-Based Motion Refinement 2023
19 EgoPoseFormer 93.074.3 EgoPoseFormer: A Simple Baseline for Stereo Egocentric 3D Human Pose Estimation chenhongyiyang/egoposeformer 2024
20 SceneEgo 118.592.75 ✓ Scene-aware Egocentric 3D Human Pose Estimation jianwang-mpi/SceneEgo 2022
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