prompts
stringlengths
81
413
metrics_response
stringlengths
0
371
What metrics were used to measure the PSVT model in the PSVT: End-to-End Multi-person 3D Pose and Shape Estimation with Progressive Video Transformers paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the IKOL model in the IKOL: Inverse kinematics optimization layer for 3D human pose and shape estimation via Gauss-Newton differentiation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the FastMETRO model in the Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the CycleAdapt (w/o 2D GT) model in the Cyclic Test-Time Adaptation on Monocular Video for 3D Human Mesh Reconstruction paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the PointHMR model in the Sampling is Matter: Point-guided 3D Human Mesh Reconstruction paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the HybrIK model in the HybrIK: A Hybrid Analytical-Neural Inverse Kinematics Solution for 3D Human Pose and Shape Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the NIKI (Twist-and-Swing) model in the NIKI: Neural Inverse Kinematics with Invertible Neural Networks for 3D Human Pose and Shape Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the HeatER model in the FeatER: An Efficient Network for Human Reconstruction via Feature Map-Based TransformER paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the PyMAF-X model in the PyMAF-X: Towards Well-aligned Full-body Model Regression from Monocular Images paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the ImpHMR model in the Implicit 3D Human Mesh Recovery using Consistency with Pose and Shape from Unseen-view paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the XFormer (HRNet) model in the XFormer: Fast and Accurate Monocular 3D Body Capture paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the POTTER model in the POTTER: Pooling Attention Transformer for Efficient Human Mesh Recovery paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Mesh Graphormer model in the Mesh Graphormer paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the INT-2 (ResNet-50) model in the Capturing the motion of every joint: 3D human pose and shape estimation with independent tokens paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the MotionBERT (Finetune) model in the MotionBERT: A Unified Perspective on Learning Human Motion Representations paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the METRO model in the End-to-End Human Pose and Mesh Reconstruction with Transformers paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the PARE model in the PARE: Part Attention Regressor for 3D Human Body Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the BOA model in the Bilevel Online Adaptation for Out-of-Domain Human Mesh Reconstruction paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the MAED model in the Encoder-decoder with Multi-level Attention for 3D Human Shape and Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the SEFD model in the SEFD: Learning to Distill Complex Pose and Occlusion paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the ROMP model in the Monocular, One-stage, Regression of Multiple 3D People paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the DST-VIBE model in the Deep Two-Stream Video Inference for Human Body Pose and Shape Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the LMR model in the Learning Local Recurrent Models for Human Mesh Recovery paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the GLoT model in the Global-to-Local Modeling for Video-based 3D Human Pose and Shape Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the KAMA model in the KAMA: 3D Keypoint Aware Body Mesh Articulation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the TRACE model in the TRACE: 5D Temporal Regression of Avatars with Dynamic Cameras in 3D Environments paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the TAPE (T=16) model in the TAPE: Temporal Attention-based Probabilistic human pose and shape Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the VIBE model in the VIBE: Video Inference for Human Body Pose and Shape Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the DSR model in the Learning to Regress Bodies from Images using Differentiable Semantic Rendering paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the MPS-Net (T=16) model in the Capturing Humans in Motion: Temporal-Attentive 3D Human Pose and Shape Estimation from Monocular Video paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the TePose (T=6) model in the Live Stream Temporally Embedded 3D Human Body Pose and Shape Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Self-Attentive model in the Self-Attentive 3D Human Pose and Shape Estimation from Videos paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the STR model in the Spatio-temporal Tendency Reasoning for Human Body Pose and Shape Estimation from Videos paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the DDT model in the DDT: A Diffusion-Driven Transformer-based Framework for Human Mesh Recovery from a Video paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the TCMR (T=16 w/o H3.6M) model in the Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the MoCap-SPIN + PoseBERT model in the Leveraging MoCap Data for Human Mesh Recovery paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the GTRS model in the A Lightweight Graph Transformer Network for Human Mesh Reconstruction from 2D Human Pose paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the MUG model in the MUG: Multi-human Graph Network for 3D Mesh Reconstruction from 2D Pose paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Pose2Mesh model in the Pose2Mesh: Graph Convolutional Network for 3D Human Pose and Mesh Recovery from a 2D Human Pose paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the OCHMR model in the Occluded Human Mesh Recovery paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the 3DCrowdNet model in the Learning to Estimate Robust 3D Human Mesh from In-the-Wild Crowded Scenes paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the PC-HMR model in the PC-HMR: Pose Calibration for 3D Human Mesh Recovery from 2D Images/Videos paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the CHOMP model in the Occluded Human Body Capture with Self-Supervised Spatial-Temporal Motion Prior paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the I2L-MeshNet model in the I2L-MeshNet: Image-to-Lixel Prediction Network for Accurate 3D Human Pose and Mesh Estimation from a Single RGB Image paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the PyMAF model in the PyMAF: 3D Human Pose and Shape Regression with Pyramidal Mesh Alignment Feedback Loop paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the TCMR (T=16 w/o 3DPW) model in the Beyond Static Features for Temporally Consistent 3D Human Pose and Shape from a Video paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Wenshuo et al. model in the Decomposed Human Motion Prior for Video Pose Estimation via Adversarial Training paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the BMP model in the Body Meshes as Points paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the HMR model in the Humans in 4D: Reconstructing and Tracking Humans with Transformers paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the ZeDO (S=1,J=17) model in the Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the ZeDO (Cross Dataset) model in the Back to Optimization: Diffusion-based Zero-Shot 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the OSX model in the One-Stage 3D Whole-Body Mesh Recovery with Component Aware Transformer paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the IVT (f=5) model in the IVT: An End-to-End Instance-guided Video Transformer for 3D Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the DeciWatch-PARE model in the DeciWatch: A Simple Baseline for 10x Efficient 2D and 3D Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the TCFormer model in the Not All Tokens Are Equal: Human-centric Visual Analysis via Token Clustering Transformer paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the MeTRAbs model in the MeTRAbs: Metric-Scale Truncation-Robust Heatmaps for Absolute 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the FS+WS+OPT(KA+BA+S, 16 frames) model in the Weakly Supervised 3D Human Pose and Shape Reconstruction with Normalizing Flows paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Wenshuo et a;. model in the Decomposed Human Motion Prior for Video Pose Estimation via Adversarial Training paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the THUNDR model in the THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the EFT model in the Exemplar Fine-Tuning for 3D Human Model Fitting Towards In-the-Wild 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the MION model in the Multi-initialization Optimization Network for Accurate 3D Human Pose and Shape Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the SPEC model in the SPEC: Seeing People in the Wild with an Estimated Camera paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the HuManiFlow model in the HuManiFlow: Ancestor-Conditioned Normalising Flows on SO(3) Manifolds for Human Pose and Shape Distribution Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Hierarchical Probabilistic Humans model in the Hierarchical Kinematic Probability Distributions for 3D Human Shape and Pose Estimation from Images in the Wild paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the BlanketGen model in the BlanketGen - A synthetic blanket occlusion augmentation pipeline for MoCap datasets paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Hand4Whole model in the Accurate 3D Hand Pose Estimation for Whole-Body 3D Human Mesh Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the MEVA model in the 3D Human Motion Estimation via Motion Compression and Refinement paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the DaNet-DensePose2SMPL model in the Learning 3D Human Shape and Pose from Dense Body Parts paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the ProHMR + fitting model in the Probabilistic Modeling for Human Mesh Recovery paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the TUCH model in the On Self-Contact and Human Pose paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the HUND (FS+SS) model in the Neural Descent for Visual 3D Human Pose and Shape paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the LASOR model in the LASOR: Learning Accurate 3D Human Pose and Shape Via Synthetic Occlusion-Aware Data and Neural Mesh Rendering paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the RSC-Net model in the 3D Human Shape and Pose from a Single Low-Resolution Image with Self-Supervised Learning paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the SPIN model in the Learning to Reconstruct 3D Human Pose and Shape via Model-fitting in the Loop paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the BeyondWeak model in the Beyond Weak Perspective for Monocular 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the THUNDR (WS) model in the THUNDR: Transformer-based 3D HUmaN Reconstruction with Markers paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Biggs [3] model in the Probabilistic Modeling for Human Mesh Recovery paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the FrankMocap model in the FrankMocap: A Monocular 3D Whole-Body Pose Estimation System via Regression and Integration paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the ExPose model in the Monocular Expressive Body Regression through Body-Driven Attention paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Prob3DHumans model in the Probabilistic 3D Human Shape and Pose Estimation from Multiple Unconstrained Images in the Wild paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Dual network model in the Dual networks based 3D Multi-Person Pose Estimation from Monocular Video paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the SHAPY (SMPL-X) model in the Accurate 3D Body Shape Regression using Metric and Semantic Attributes paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the PoseNet3D model in the PoseNet3D: Learning Temporally Consistent 3D Human Pose via Knowledge Distillation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the GnTCN model in the Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the ProHMR model in the Probabilistic Modeling for Human Mesh Recovery paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Cross Dataset Generalization model in the Predicting Camera Viewpoint Improves Cross-dataset Generalization for 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the HW-HuP model in the Heuristic Weakly Supervised 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the STRAPS model in the Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the PoseTriplet model in the PoseTriplet: Co-evolving 3D Human Pose Estimation, Imitation, and Hallucination under Self-supervision paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the DSD-SATN model in the Human Mesh Recovery from Monocular Images via a Skeleton-disentangled Representation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Spatio-Temporal Network (T=128) model in the 3D Human Pose Estimation using Spatio-Temporal Networks with Explicit Occlusion Training paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Non-Local Latent Relation Distillation model in the Non-Local Latent Relation Distillation for Self-Adaptive 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the Bundle Adjustment model in the Exploiting temporal context for 3D human pose estimation in the wild paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the HMMR (T=20) model in the Learning 3D Human Dynamics from Video paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the HR-Net+ST-GCN+PoseAug model in the PoseAug: A Differentiable Pose Augmentation Framework for 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the ISO model in the Inference Stage Optimization for Cross-scenario 3D Human Pose Estimation paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the PONet model in the PONet: Robust 3D Human Pose Estimation via Learning Orientations Only paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the MVM model in the Multi-View Matching (MVM): Facilitating Multi-Person 3D Pose Estimation Learning with Action-Frozen People Video paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the TP-Net model in the Learning 3D Human Pose from Structure and Motion paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)
What metrics were used to measure the SMPLify model in the Keep it SMPL: Automatic Estimation of 3D Human Pose and Shape from a Single Image paper on the 3DPW dataset?
MPVPE, PA-MPJPE, MPJPE, Acceleration Error, FLOPs (G), Number of parameters (M)