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What metrics were used to measure the Abstract Goal model in the Predicting the Next Action by Modeling the Abstract Goal paper on the EPIC-KITCHENS-100 (test) dataset?
recall@5
What metrics were used to measure the TempAgg model in the Technical Report: Temporal Aggregate Representations paper on the EPIC-KITCHENS-100 (test) dataset?
recall@5
What metrics were used to measure the AVT+ model in the Anticipative Video Transformer paper on the EPIC-KITCHENS-100 (test) dataset?
recall@5
What metrics were used to measure the RULSTM model in the Rolling-Unrolling LSTMs for Action Anticipation from First-Person Video paper on the EPIC-KITCHENS-100 (test) dataset?
recall@5
What metrics were used to measure the TBN model in the Multi-Modal Temporal Convolutional Network for Anticipating Actions in Egocentric Videos paper on the EPIC-KITCHENS-100 (test) dataset?
recall@5
What metrics were used to measure the InAViT model in the Interaction Visual Transformer for Egocentric Action Anticipation paper on the EPIC-KITCHENS-100 dataset?
Recall@5
What metrics were used to measure the AFFT model in the Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation paper on the EPIC-KITCHENS-100 dataset?
Recall@5
What metrics were used to measure the MeMViT-24 model in the MeMViT: Memory-Augmented Multiscale Vision Transformer for Efficient Long-Term Video Recognition paper on the EPIC-KITCHENS-100 dataset?
Recall@5
What metrics were used to measure the AVT+ model in the Anticipative Video Transformer paper on the EPIC-KITCHENS-100 dataset?
Recall@5
What metrics were used to measure the TempAgg model in the Technical Report: Temporal Aggregate Representations paper on the EPIC-KITCHENS-100 dataset?
Recall@5
What metrics were used to measure the RU-LSTM model in the Rescaling Egocentric Vision paper on the EPIC-KITCHENS-100 dataset?
Recall@5
What metrics were used to measure the Goal Consistency model in the Action Anticipation with Goal Consistency paper on the Assembly101 dataset?
Verbs Recall@5, Objects Recall@5, Actions Recall@5
What metrics were used to measure the TempAgg model in the Temporal Aggregate Representations for Long-Range Video Understanding paper on the Assembly101 dataset?
Verbs Recall@5, Objects Recall@5, Actions Recall@5
What metrics were used to measure the ParPI model in the Particle Based Stochastic Policy Optimization paper on the Walker2d dataset?
D4RL Normalized Score
What metrics were used to measure the Kinetic-GAN model in the Generative Adversarial Graph Convolutional Networks for Human Action Synthesis paper on the Human3.6M dataset?
MMDa, MMDs
What metrics were used to measure the SA-GCN model in the Structure-Aware Human-Action Generation paper on the Human3.6M dataset?
MMDa, MMDs
What metrics were used to measure the c-GAN model in the Conditional Generative Adversarial Nets paper on the Human3.6M dataset?
MMDa, MMDs
What metrics were used to measure the Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions model in the Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions paper on the Human3.6M dataset?
MMDa, MMDs
What metrics were used to measure the Deep Video Generation, Prediction and Completion of Human Action Sequences model in the Deep Video Generation, Prediction and Completion of Human Action Sequences paper on the Human3.6M dataset?
MMDa, MMDs
What metrics were used to measure the Kinetic-GAN model in the Generative Adversarial Graph Convolutional Networks for Human Action Synthesis paper on the NTU RGB+D dataset?
FID (CS), FID (CV)
What metrics were used to measure the CSGN model in the Convolutional Sequence Generation for Skeleton-Based Action Synthesis paper on the NTU RGB+D dataset?
FID (CS), FID (CV)
What metrics were used to measure the c-GAN model in the Conditional Generative Adversarial Nets paper on the NTU RGB+D dataset?
FID (CS), FID (CV)
What metrics were used to measure the ODMO model in the Action-conditioned On-demand Motion Generation paper on the UESTC RGB-D dataset?
Accuracy, Diversity, FID, Test
What metrics were used to measure the Kinetic-GAN model in the Generative Adversarial Graph Convolutional Networks for Human Action Synthesis paper on the NTU RGB+D 120 dataset?
FID (CS), FID (CV)
What metrics were used to measure the c-GAN model in the Conditional Generative Adversarial Nets paper on the NTU RGB+D 120 dataset?
FID (CS), FID (CV)
What metrics were used to measure the Kinetic-GAN model in the Generative Adversarial Graph Convolutional Networks for Human Action Synthesis paper on the NTU RGB+D 2D dataset?
MMDa (CS), MMDs (CS), MMDa (CV), MMDs (CV)
What metrics were used to measure the SA-GCN model in the Structure-Aware Human-Action Generation paper on the NTU RGB+D 2D dataset?
MMDa (CS), MMDs (CS), MMDa (CV), MMDs (CV)
What metrics were used to measure the c-GAN model in the Conditional Generative Adversarial Nets paper on the NTU RGB+D 2D dataset?
MMDa (CS), MMDs (CS), MMDa (CV), MMDs (CV)
What metrics were used to measure the c-SkeletonGAN model in the Learning Diverse Stochastic Human-Action Generators by Learning Smooth Latent Transitions paper on the NTU RGB+D 2D dataset?
MMDa (CS), MMDs (CS), MMDa (CV), MMDs (CV)
What metrics were used to measure the SkeletonGAN model in the Deep Video Generation, Prediction and Completion of Human Action Sequences paper on the NTU RGB+D 2D dataset?
MMDa (CS), MMDs (CS), MMDa (CV), MMDs (CV)
What metrics were used to measure the ODMO model in the Action-conditioned On-demand Motion Generation paper on the HumanAct12 dataset?
Accuracy, Diversity, FID, Multimodality
What metrics were used to measure the ODMO model in the Action-conditioned On-demand Motion Generation paper on the CMU Mocap dataset?
Accuracy, Diversity, FID, Multimodality
What metrics were used to measure the PaLM 2 (few-shot) model in the PaLM 2 Technical Report paper on the XCOPA dataset?
Accuracy
What metrics were used to measure the mT0-13B model in the Crosslingual Generalization through Multitask Finetuning paper on the XCOPA dataset?
Accuracy
What metrics were used to measure the RoBERTa Large (translate test) model in the XCOPA: A Multilingual Dataset for Causal Commonsense Reasoning paper on the XCOPA dataset?
Accuracy
What metrics were used to measure the BLOOMZ model in the Crosslingual Generalization through Multitask Finetuning paper on the XCOPA dataset?
Accuracy
What metrics were used to measure the MAD-X Base model in the MAD-X: An Adapter-Based Framework for Multi-Task Cross-Lingual Transfer paper on the XCOPA dataset?
Accuracy
What metrics were used to measure the mGPT model in the mGPT: Few-Shot Learners Go Multilingual paper on the XCOPA dataset?
Accuracy
What metrics were used to measure the model in the Two-hand Global 3D Pose Estimation Using Monocular RGB paper on the STB dataset?
AUC
What metrics were used to measure the model in the Two-hand Global 3D Pose Estimation Using Monocular RGB paper on the Ego3DHands dataset?
AUC
What metrics were used to measure the model in the Two-hand Global 3D Pose Estimation Using Monocular RGB paper on the RHP dataset?
AUC
What metrics were used to measure the Epipolar Transformers model in the Epipolar Transformers paper on the InterHand2.6M dataset?
MPJPE
What metrics were used to measure the Mesh Graphormer model in the Mesh Graphormer paper on the FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
What metrics were used to measure the SAR model in the paper on the FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
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 FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
What metrics were used to measure the METRO model in the End-to-End Human Pose and Mesh Reconstruction with Transformers paper on the FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
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 FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
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 FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
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 FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
What metrics were used to measure the MANO CNN model in the FreiHAND: A Dataset for Markerless Capture of Hand Pose and Shape from Single RGB Images paper on the FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
What metrics were used to measure the PIXIE hand expert model in the Collaborative Regression of Expressive Bodies using Moderation paper on the FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
What metrics were used to measure the ExPose (hand sub-network h) model in the Monocular Expressive Body Regression through Body-Driven Attention paper on the FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
What metrics were used to measure the DetNet model in the Monocular Real-time Full Body Capture with Inter-part Correlations paper on the FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
What metrics were used to measure the Boukhayma et al. model in the 3D Hand Shape and Pose from Images in the Wild paper on the FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
What metrics were used to measure the Hasson et al. model in the Learning joint reconstruction of hands and manipulated objects paper on the FreiHAND dataset?
PA-MPJPE, PA-MPVPE, PA-F@15mm, PA-F@5mm
What metrics were used to measure the Large SimpleBaseline model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the CanonPose + 3D supervision model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the SimpleBaseline model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the Jointformer model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the Large SimpleBaseline model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the CanonPose + 3D supervision model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the CanonPose model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the Jointformer model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the CanonPose model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the CPN + Jointformer model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the Resnet50 model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the SHN + SimpleBaseline model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the SimpleBaseline model in the H3WB: Human3.6M 3D WholeBody Dataset and Benchmark paper on the H3WB dataset?
Average MPJPE (mm)
What metrics were used to measure the SoftRas (full) model in the Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning paper on the ShapeNet dataset?
3DIoU
What metrics were used to measure the PIFu (3 views) model in the PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization paper on the RenderPeople dataset?
Chamfer (cm), Point-to-surface distance (cm), Surface normal consistency
What metrics were used to measure the LRGT model in the Long-Range Grouping Transformer for Multi-View 3D Reconstruction paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the UMIFormer model in the UMIFormer: Mining the Correlations between Similar Tokens for Multi-View 3D Reconstruction paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the Pix2Vox++/A model in the Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the Pix2Vox-A model in the Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the Pix2Vox++/F model in the Pix2Vox++: Multi-scale Context-aware 3D Object Reconstruction from Single and Multiple Images paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the PSGN model in the A Point Set Generation Network for 3D Object Reconstruction from a Single Image paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the Matryoshka Networks model in the Matryoshka Networks: Predicting 3D Geometry via Nested Shape Layers paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the Pix2Vox-F model in the Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the 3D-R2N2 model in the 3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the GEOMetrics model in the GEOMetrics: Exploiting Geometric Structure for Graph-Encoded Objects paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the MVD model in the Multi-View Silhouette and Depth Decomposition for High Resolution 3D Object Representation paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the Pixel2Mesh model in the Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the PSGN model in the A Point Set Generation Network for 3D Object Reconstruction from a Single Image paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the 3D-R2N2 model in the 3D-R2N2: A Unified Approach for Single and Multi-view 3D Object Reconstruction paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the N3MR model in the Neural 3D Mesh Renderer paper on the Data3D−R2N2 dataset?
3DIoU, Avg F1
What metrics were used to measure the 3DMedPT model in the 3D Medical Point Transformer: Introducing Convolution to Attention Networks for Medical Point Cloud Analysis paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the PCT model in the PCT: Point cloud transformer paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the PAConv model in the PAConv: Position Adaptive Convolution with Dynamic Kernel Assembling on Point Clouds paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the PointNet++ model in the PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the PointConv model in the PointConv: Deep Convolutional Networks on 3D Point Clouds paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the PointCNN model in the PointCNN: Convolution On X-Transformed Points paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the SpiderCNN model in the SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the GS-Net model in the Geometry Sharing Network for 3D Point Cloud Classification and Segmentation paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the SO-Net model in the SO-Net: Self-Organizing Network for Point Cloud Analysis paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the AdaptConv model in the Adaptive Graph Convolution for Point Cloud Analysis paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the DGCNN model in the Dynamic Graph CNN for Learning on Point Clouds paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the PointNet model in the PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation paper on the IntrA dataset?
F1 score (5-fold)
What metrics were used to measure the GeomGCNN model in the Exploiting Local Geometry for Feature and Graph Construction for Better 3D Point Cloud Processing with Graph Neural Networks paper on the ModelNet40 dataset?
Overall Accuracy, Mean Accuracy, Number of params, FLOPs, Mean class accuracy
What metrics were used to measure the PointView-GCN model in the POINTVIEW-GCN: 3D SHAPE CLASSIFICATION WITH MULTI-VIEW POINT CLOUDS paper on the ModelNet40 dataset?
Overall Accuracy, Mean Accuracy, Number of params, FLOPs, Mean class accuracy
What metrics were used to measure the PointGPT model in the PointGPT: Auto-regressively Generative Pre-training from Point Clouds paper on the ModelNet40 dataset?
Overall Accuracy, Mean Accuracy, Number of params, FLOPs, Mean class accuracy