prompts
stringlengths
81
413
metrics_response
stringlengths
0
371
What metrics were used to measure the Skeleton-Graph model in the Skeleton-Graph: Long-Term 3D Motion Prediction From 2D Observations Using Deep Spatio-Temporal Graph CNNs paper on the GTA-IM Dataset dataset?
ADE, FDE, STB
What metrics were used to measure the SGNet model in the Stepwise Goal-Driven Networks for Trajectory Prediction paper on the HEV-I dataset?
ADE(0.5), ADE(1.0), ADE(1.5), FDE(1.5), FIOU(1.5)
What metrics were used to measure the FOL-X model in the Unsupervised Traffic Accident Detection in First-Person Videos paper on the HEV-I dataset?
ADE(0.5), ADE(1.0), ADE(1.5), FDE(1.5), FIOU(1.5)
What metrics were used to measure the Social-Implicit model in the Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation paper on the ETH dataset?
Avg AMD/AMV 8/12
What metrics were used to measure the Trajectron++ model in the Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data paper on the ETH dataset?
Avg AMD/AMV 8/12
What metrics were used to measure the Social-STGCNN model in the Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction paper on the ETH dataset?
Avg AMD/AMV 8/12
What metrics were used to measure the Social-GAN model in the Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks paper on the ETH dataset?
Avg AMD/AMV 8/12
What metrics were used to measure the ExpertTraj model in the Where Are You Heading? Dynamic Trajectory Prediction With Expert Goal Examples paper on the ETH dataset?
Avg AMD/AMV 8/12
What metrics were used to measure the Social-Implicit model in the Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation paper on the UCY dataset?
Avg AMD/AMV 8/12
What metrics were used to measure the Multiverse model in the The Garden of Forking Paths: Towards Multi-Future Trajectory Prediction paper on the ForkingPaths dataset?
ADE
What metrics were used to measure the Trafficpredict model in the TrafficPredict: Trajectory Prediction for Heterogeneous Traffic-Agents paper on the Apolloscape Trajectory dataset?
ADE
What metrics were used to measure the HeteroGCN model in the Dynamic Scenario Representation Learning for Motion Forecasting with Heterogeneous Graph Convolutional Recurrent Networks paper on the Argoverse2 dataset?
MR (K=6), brier-minFDE (K=6), minADE (K=6), minFDE (K=6)
What metrics were used to measure the NSP-SFM model in the Human Trajectory Prediction via Neural Social Physics paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Y-Net model in the From Goals, Waypoints & Paths To Long Term Human Trajectory Forecasting paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the V^2-Net model in the View Vertically: A Hierarchical Network for Trajectory Prediction via Fourier Spectrums paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the SGNet model in the Stepwise Goal-Driven Networks for Trajectory Prediction paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Social-NCE + Trajectron++ model in the Social NCE: Contrastive Learning of Socially-aware Motion Representations paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the MemoNet model in the Remember Intentions: Retrospective-Memory-based Trajectory Prediction paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the EqMotion model in the EqMotion: Equivariant Multi-agent Motion Prediction with Invariant Interaction Reasoning paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Trajectron++ model in the Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the AgentFomer model in the AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the PECNet model in the It Is Not the Journey but the Destination: Endpoint Conditioned Trajectory Prediction paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Transformer TF model in the Transformer Networks for Trajectory Forecasting paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the MANTRA model in the MANTRA: Memory Augmented Networks for Multiple Trajectory Prediction paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Social-Implicit model in the Social-Implicit: Rethinking Trajectory Prediction Evaluation and The Effectiveness of Implicit Maximum Likelihood Estimation paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the TPNSTA model in the Temporal Pyramid Network for Pedestrian Trajectory Prediction with Multi-Supervision paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Social-STGCNN model in the Social-STGCNN: A Social Spatio-Temporal Graph Convolutional Neural Network for Human Trajectory Prediction paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Next model in the Peeking into the Future: Predicting Future Person Activities and Locations in Videos paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Social BiGAT model in the Social-BiGAT: Multimodal Trajectory Forecasting using Bicycle-GAN and Graph Attention Networks paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the CGNS model in the Conditional Generative Neural System for Probabilistic Trajectory Prediction paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Sophie model in the SoPhie: An Attentive GAN for Predicting Paths Compliant to Social and Physical Constraints paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Social GAN model in the Social GAN: Socially Acceptable Trajectories with Generative Adversarial Networks paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the Pishgu model in the Pishgu: Universal Path Prediction Network Architecture for Real-time Cyber-physical Edge Systems paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the ExpertTraj model in the Where Are You Heading? Dynamic Trajectory Prediction With Expert Goal Examples paper on the ETH/UCY dataset?
ADE-8/12, FDE-8/12, ADE, Avg AMD/AMV 8/12, FDE
What metrics were used to measure the HeteroGCN model in the Dynamic Scenario Representation Learning for Motion Forecasting with Heterogeneous Graph Convolutional Recurrent Networks paper on the Argoverse dataset?
MR (K=6), brier-minFDE (K=6), minADE (K=6), minFDE (K=6)
What metrics were used to measure the DESIRE model in the DESIRE: Distant Future Prediction in Dynamic Scenes with Interacting Agents paper on the PAID dataset?
minADE3, minFDE3
What metrics were used to measure the MultiPath model in the MultiPath: Multiple Probabilistic Anchor Trajectory Hypotheses for Behavior Prediction paper on the PAID dataset?
minADE3, minFDE3
What metrics were used to measure the TNT model in the TNT: Target-driveN Trajectory Prediction paper on the PAID dataset?
minADE3, minFDE3
What metrics were used to measure the DAG-Net model in the DAG-Net: Double Attentive Graph Neural Network for Trajectory Forecasting paper on the STATS SportVu NBA [ATK] dataset?
ADE, FDE
What metrics were used to measure the Pishgu model in the Pishgu: Universal Path Prediction Network Architecture for Real-time Cyber-physical Edge Systems paper on the NGSIM dataset?
ADE, FDE, RMSE
What metrics were used to measure the TraPHic model in the TraPHic: Trajectory Prediction in Dense and Heterogeneous Traffic Using Weighted Interactions paper on the NGSIM dataset?
ADE, FDE, RMSE
What metrics were used to measure the SGNet model in the Stepwise Goal-Driven Networks for Trajectory Prediction paper on the JAAD dataset?
MSE(0.5), MSE(1.0), MSE(1.5), C_MSE(1.5), CF_MSE(1.5)
What metrics were used to measure the BiTrap-D model in the BiTraP: Bi-directional Pedestrian Trajectory Prediction with Multi-modal Goal Estimation paper on the JAAD dataset?
MSE(0.5), MSE(1.0), MSE(1.5), C_MSE(1.5), CF_MSE(1.5)
What metrics were used to measure the PIE_traj model in the PIE: A Large-Scale Dataset and Models for Pedestrian Intention Estimation and Trajectory Prediction paper on the JAAD dataset?
MSE(0.5), MSE(1.0), MSE(1.5), C_MSE(1.5), CF_MSE(1.5)
What metrics were used to measure the FOL-X model in the Unsupervised Traffic Accident Detection in First-Person Videos paper on the JAAD dataset?
MSE(0.5), MSE(1.0), MSE(1.5), C_MSE(1.5), CF_MSE(1.5)
What metrics were used to measure the Bayesian-LSTM model in the Long-Term On-Board Prediction of People in Traffic Scenes under Uncertainty paper on the JAAD dataset?
MSE(0.5), MSE(1.0), MSE(1.5), C_MSE(1.5), CF_MSE(1.5)
What metrics were used to measure the Social Ways model in the Social Ways: Learning Multi-Modal Distributions of Pedestrian Trajectories with GANs paper on the ETH BIWI Walking Pedestrians dataset dataset?
ADE-8/12
What metrics were used to measure the FRM model in the Leveraging Future Relationship Reasoning for Vehicle Trajectory Prediction paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the LaPred++ model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the PGP model in the Multimodal Trajectory Prediction Conditioned on Lane-Graph Traversals paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the CASPNet_v2 model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the THOMAS model in the THOMAS: Trajectory Heatmap Output with learned Multi-Agent Sampling paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the JAL-MTP model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the Autobot model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the Noah_prediction model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the GOHOME model in the GOHOME: Graph-Oriented Heatmap Output for future Motion Estimation paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the P2T model in the Trajectory Forecasts in Unknown Environments Conditioned on Grid-Based Plans paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the LaPred model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the cxx model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the ENTC-UoM model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the Lane_vae model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the MHA_JAM model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the yihang model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the AgentFormer model in the AgentFormer: Agent-Aware Transformers for Socio-Temporal Multi-Agent Forecasting paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the IUCVL-SGNet model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the Trajectron++ model in the Trajectron++: Dynamically-Feasible Trajectory Forecasting With Heterogeneous Data paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the invett model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the 1223 model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the VI tp model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the pq model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the teamcc model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the 8536 model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the Semir model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the CoverNet, Fixed, Epsilon 2 model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the KeepCalm model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the Physics Oracle model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the xli4217 model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the CoverNet model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the TPP-LSTM-GRAPH-CVAE-GMM model in the paper on the nuScenes dataset?
MinADE_5, MinADE_10, MissRateTopK_2_5, MissRateTopK_2_10, MinFDE_1, OffRoadRate
What metrics were used to measure the LFattNet model in the Attention-based View Selection Networks for Light-field Disparity Estimation paper on the 4D Light Field Dataset dataset?
BadPix(0.01), BadPix(0.03), BadPix(0.07), MSE
What metrics were used to measure the GLPDepth model in the An Adversarial Generative Network Designed for High-Resolution Monocular Depth Estimation from 2D HiRISE Images of Mars paper on the Mars DTM Estimation dataset?
Delta < 1.25, Delta < 1.25^2, Delta < 1.25^3, Average PSNR, mean absolute error, RMSE
What metrics were used to measure the SRDINET (Model A) model in the An Adversarial Generative Network Designed for High-Resolution Monocular Depth Estimation from 2D HiRISE Images of Mars paper on the Mars DTM Estimation dataset?
Delta < 1.25, Delta < 1.25^2, Delta < 1.25^3, Average PSNR, mean absolute error, RMSE
What metrics were used to measure the Bhattacharjee et al. model in the Estimating Image Depth in the Comics Domain paper on the eBDtheque dataset?
Abs Rel, RMSE, RMSE log, Sq Rel
What metrics were used to measure the MIDAS model in the Towards Robust Monocular Depth Estimation: Mixing Datasets for Zero-shot Cross-dataset Transfer paper on the eBDtheque dataset?
Abs Rel, RMSE, RMSE log, Sq Rel
What metrics were used to measure the T2Net model in the T2Net: Synthetic-to-Realistic Translation for Solving Single-Image Depth Estimation Tasks paper on the eBDtheque dataset?
Abs Rel, RMSE, RMSE log, Sq Rel
What metrics were used to measure the SDC-Depth model in the SDC-Depth: Semantic Divide-and-Conquer Network for Monocular Depth Estimation paper on the Cityscapes test dataset?
RMSE
What metrics were used to measure the AIP-Brown model in the AI Playground: Unreal Engine-based Data Ablation Tool for Deep Learning paper on the DIODE dataset?
Delta < 1.25, Delta < 1.25^2, Delta < 1.25^3
What metrics were used to measure the LeRes model in the Learning to Recover 3D Scene Shape from a Single Image paper on the DIODE dataset?
Delta < 1.25, Delta < 1.25^2, Delta < 1.25^3
What metrics were used to measure the HiMODE model in the HiMODE: A Hybrid Monocular Omnidirectional Depth Estimation Model paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the FreDSNet model in the FreDSNet: Joint Monocular Depth and Semantic Segmentation with Fast Fourier Convolutions paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the NLFB model in the Improving 360 Monocular Depth Estimation via Non-local Dense Prediction Transformer and Joint Supervised and Self-supervised Learning paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the PanoFormer model in the PanoFormer: Panorama Transformer for Indoor 360 Depth Estimation paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the ACDNet model in the ACDNet: Adaptively Combined Dilated Convolution for Monocular Panorama Depth Estimation paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the OmniFusion (2-iter) model in the OmniFusion: 360 Monocular Depth Estimation via Geometry-Aware Fusion paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the GLPanoDepth model in the GLPanoDepth: Global-to-Local Panoramic Depth Estimation paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the Neural Contourlet Network model in the Neural Contourlet Network for Monocular 360 Depth Estimation paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the SliceNet model in the SliceNet: Deep Dense Depth Estimation From a Single Indoor Panorama Using a Slice-Based Representation paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the DisConv model in the Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the UniFuse with fusion model in the UniFuse: Unidirectional Fusion for 360$^{\circ}$ Panorama Depth Estimation paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error
What metrics were used to measure the BiFuse++ model in the BiFuse++: Self-supervised and Efficient Bi-projection Fusion for 360 Depth Estimation paper on the Stanford2D3D Panoramic dataset?
RMSE, absolute relative error