Tasks SotA Datasets Papers Methods Submit About

Papers With Code 2

A community resource for machine learning research: papers, code, benchmarks, and state-of-the-art results.

Explore

Notable Benchmarks All SotA Datasets Papers Methods

Community

Submit Results About

Data sourced from the PWC Archive (CC-BY-SA 4.0). Built by the community, for the community.

SotA/Methodology/3D

3D

2044 benchmarks0 papers

Benchmarks

3D on nuScenes

NDS mAP mATE mASE mAOE mAVE mAAE AP(l)AP(m)AP(s)AP50 AP75 AP85 AR AR(l)AR(m)AR(s)MAP

3D on COCO test-dev

box mAP AP50 APL AP75 APM APS AP AR Params (M)AR50 ARM ARL AR75 GFLOPs Accuracy (%)Hardware Burden Operations per network pass

3D on COCO minival

box AP AP50 AP75 APL APS APM Params (M)AP

3D on Human3.6M

Average MPJPE (mm)Frames Needed PA-MPJPE Average MPJPE (mm) @ 400ms Average MPJPE (mm) @ 1000 ms Number of Views Number of Frames Per View APD ADE FDE MMADE MMFDE MAR, walking, 400ms MPJPE Average PMPJPE (mm)MAR, walking, 1,000ms CMD FID Angular Error MPVE (mm)MRPE N-MPJPE P-MPJPE Using 2D ground-truth joints Acceleration Error Average MPJPE (mm) for occluded Joints Expected Calibration Error Average NDMS at 4s Multi-View or Monocular Use Video Sequence Need Ground Truth 2D Pose 2D detector 3D Annotations

3D on 3DPW

PA-MPJPE MPJPE MPVPE Acceleration Error Average MPJPE (mm) 1000 msec Number of parameters (M)PCK@0.2 FLOPs (G)FDE@1000ms (mm)FDE@560ms (mm)FDE@720ms (mm)FDE@880ms (mm)

3D on MPI-INF-3DHP

PCK MPJPE AUC PA-MPJPE Acceleration Error 3DPCK

3D on MSU Super-Resolution for Video Compression

BSQ-rate over ERQA BSQ-rate over PSNR BSQ-rate over MS-SSIM BSQ-rate over LPIPS BSQ-rate over VMAF BSQ-rate over Subjective Score

3D on COCO (Common Objects in Context)

box AP FPS (V100, b=1)AP Test AP Validation AP MAP AP 0.5 AR APL APM mPC [AP]rPC [%]AP50 AP75 GFlops Average Recall FPS

3D on KITTI Eigen split

absolute relative error Delta < 1.25 RMSE Delta < 1.25^2 Delta < 1.25^3 RMSE log Sq Rel Number of parameters (M)Square relative error (SqRel)

3D on NYU-Depth V2

RMSE absolute relative error Delta < 1.25 Delta < 1.25^2 Delta < 1.25^3 log 10 RMS mAP

3D on KITTI Eigen split unsupervised

absolute relative error RMSE Sq Rel RMSE log Delta < 1.25 Delta < 1.25^2 Delta < 1.25^3 Test frames Resolution Mono

3D on MSU Video Upscalers: Quality Enhancement

SSIM PSNR LPIPS VMAF

3D on MPII Human Pose

3D on 300W

NME_inter-ocular (%, Common)NME_inter-ocular (%, Challenge)NME_inter-ocular (%, Full)NME_inter-pupil (%, Full)NME_inter-pupil (%, Common)NME_inter-pupil (%, Challenge)NME Mean Error Rate 1-of-100 Accuracy

3D on PASCAL VOC 2007

MAP FPS AP50 mPC [AP50]rPC [%]Unknown Recall WI A-OSE mAP@50 mAP@50-95 box AP

3D on COCO-O

Average mAP Effective Robustness

3D on WIDER Face (Hard)

3D on MuPoTS-3D

3DPCK MPJPE AUC

3D on WFLW

NME (inter-ocular)FR@10 (inter-ocular)AUC@10 (inter-ocular)MAE mean (º)MAE yaw (º)MAE pitch (º)MAE roll (º)NME

3D on WIDER Face (Medium)

3D on AffectNet

Accuracy (8 emotion)Accuracy (7 emotion)

3D on COCO 2017 val

AP AP50 AP75 APL APM APS Param.

3D on NYUv2

3D on ImageNet VID

3D on MS-COCO (10-shot)

3D on ScanNetV2

mAP@0.25 mAP@0.5 absolute relative error Delta < 1.25

3D on MSCOCO

AP 0.5 AP mAP @0.5:0.95 Average mAP mAP mAP@50

3D on MSU Video Super Resolution Benchmark: Detail Restoration

Subjective score ERQAv1.0 1 - LPIPS SSIM QRCRv1.0 PSNR FPS

3D on OCHuman

Validation AP Test AP AP50 AP75

3D on PASCAL VOC 2012 test

MAP Bounding Box AP

3D on DUTS-TE

MAE max F-measure S-Measure mean F-Measure mean E-Measure Weighted F-Measure

3D on FreiHAND

PA-MPVPE PA-MPJPE PA-F@5mm PA-F@15mm

3D on HumanEva-I

Mean Reconstruction Error (mm)APD@2000ms ADE@2000ms FDE@2000ms MMADE@2000ms MMFDE@2000ms

3D on H3WB

Average MPJPE (mm)MPJPE

3D on SUN-RGBD val

mAP@0.25 mAP@0.5 Inference Speed (s)MAP

3D on Panoptic

Average MPJPE (mm)Geodesic Error (GE)

3D on RAF-DB

Overall Accuracy Avg. Accuracy

3D on SemanticKITTI

3D on KITTI Cars Moderate

AP Medium AP75 AP

3D on LVIS v1.0

AP novel-LVIS base training AP novel-Unrestricted open-vocabulary training box AP

3D on LineMOD

Mean ADD Accuracy (ADD)Mean IoU Mean ADD-S Accuracy

3D on Vid4 - 4x upscaling

PSNR SSIM MOVIE

3D on WIDER Face (Easy)

3D on CrowdPose

AP Hard mAP @0.5:0.95 AP Medium AP Easy AP AP50 AP75 APM Test FPS

3D on NJU2K

Average MAE S-Measure max F-Measure max E-Measure

3D on Shelf

3D on CAMO-FS

3D on MS-COCO (30-shot)

3D on AFLW2000

MAE Geodesic Error (GE)Error rate MAE_t MAEV

3D on DIS-VD

max F-Measure S-Measure weighted F-measure MAE E-measure HCE

3D on DTU

Overall Acc Comp

3D on REALY

all @nose @mouth @forehead @cheek

3D on HO-3D v2

PA-MPJPE (mm)PA-MPVPE F@5mm F@15mm AUC_J AUC_V ST-MPJPE PA-MPJPE OME ADD-S Average MPJPE (mm)

3D on DIS-TE1

max F-Measure S-Measure weighted F-measure MAE E-measure HCE

3D on DIS-TE2

max F-Measure S-Measure weighted F-measure MAE HCE E-measure

3D on DIS-TE3

max F-Measure weighted F-measure MAE S-Measure E-measure HCE

3D on DIS-TE4

max F-Measure weighted F-measure MAE E-measure S-Measure HCE

3D on LFW

Accuracy MParams MFLOPs FNMR [%] @ 10-3 FMR BFAR BFRR FRR@FAR(%)F1-score Precision Recall Equal Error Rate Accuracy (%)1-of-100 Accuracy

3D on BIWI

MAE (trained with other data)MAE (trained with BIWI data)Geodesic Error - aligned (GE)Geodesic Error (GE)MAE-aligned (trained with other data)MAE_t MAEV

3D on AFLW-19

NME_diag (%, Full)NME_diag (%, Frontal)NME_box (%, Full)AUC_box@0.07 (%, Full)

3D on AGORA

B-NMVE B-NMJE B-MVE B-MPJPE FB-NMVE FB-MVE F-MVE FB-NMJE FB-MPJPE F-MPJPE LH/RH-MVE LH/RH-MPJPE

3D on DexYCB

Average MPJPE (mm)Procrustes-Aligned MPJPE MPVPE PA-MPVPE OCE VAUC PA-VAUC MCE ADD-S

3D on CFP-FP

Accuracy MParams MFLOPs

3D on CrowdHuman (full body)

3D on KITTI Cars Hard

Average Orientation Similarity AP AP Hard

3D on REALY (side-view)

all @nose @mouth @forehead @cheek

3D on nuScenes Camera Only

NDS Future Frame

3D on AgeDB-30

Accuracy MParams MFLOPs

3D on DUT-OMRON

MAE S-Measure F-measure mean F-Measure mean E-Measure Weighted F-Measure

3D on Stanford2D3D Panoramic

RMSE absolute relative error 3DIoU Corner Error Pixel Error

3D on Vid4 - 4x upscaling - BD degradation

3D on CAMO

MAE Weighted F-Measure S-Measure E_{\phi}S_{\alpha}F_{\beta}

3D on FER2013

3D on NYU Hands

Average 3D Error FPS

3D on NoW Benchmark

Median Reconstruction Error Mean Reconstruction Error (mm)Stdev Reconstruction Error (mm)

3D on Adience Age

Accuracy (5-fold)

3D on Artaxor

3D on CPPE-5

box AP AP50 AP75 APS APM APL

3D on Campus

3D on FBMS-59

S-Measure MAX F-MEASURE AVERAGE MAE MAX E-MEASURE

3D on LVIS v1.0 val

AP box AP APr APc APf box APr AP50 AP75

3D on PCOD_1200

3D on SIP

Average MAE S-Measure max E-Measure max F-Measure

3D on UODD

3D on COCO 2017

mAP AP AP50 AP75 APM APM50 APM75 Mean mAP

3D on DIOR

3D on ICVL Hands

Average 3D Error FPS

3D on Manga109-s 15test

3D on Waymo 2D detection all_ns f0val

3D on BEAT2

3D on ECSSD

MAE S-Measure F-measure mean F-Measure mean E-Measure Weighted F-Measure F-Score

3D on FER+

3D on GRAZPEDWRI-DX

AP50 F1-score mAP Fracture Sensitivity

3D on HKU-IS

MAE S-Measure F-measure mean F-Measure mean E-Measure Weighted F-Measure F-Score

3D on HRSOD

S-Measure max F-Measure MAE mBA

3D on NLPR

S-Measure Average MAE max F-Measure max E-Measure

3D on PKU-DDD17-Car

3D on STERE

S-Measure Average MAE max F-Measure max E-Measure

3D on Total Capture

Average MPJPE (mm)MPJPE

3D on UTKFace

MAE Accuracy (%)

3D on CACD

3D on Cityscapes

mPC [AP]RMSE RMSE log Absolute relative error (AbsRel)Square relative error (SqRel)

3D on DES

S-Measure Average MAE max F-Measure max E-Measure

3D on EMDB

Average MPJPE-PA (mm)Average MPJPE (mm)Average MVE (mm)Average MVE-PA (mm)Jitter (10m/s^3)Average MPJAE (deg)Average MPJAE-PA (deg)Average G-MPJPE (mm)Average G-MVE (mm)

3D on MAFL

3D on Occlusion LineMOD

3D on PASCAL-S

MAE S-Measure F-measure mean F-Measure mean E-Measure Weighted F-Measure F-Score

3D on USB (Standard USB 1.0 protocol)

3D on Watercolor2k

3D on COD

S-Measure Weighted F-Measure MAE

3D on DAVIS-S

S-measure F-measure MAE mBA

3D on DSEC

3D on DWD

3D on SFCHD

mAP@0.5:0.95 mAP@0.50

3D on Trillion Pairs Dataset

3D on UHRSD

S-Measure max F-Measure MAE mBA

3D on COCO val2017

AP AR AP50 AP75 Bounding Box AP

3D on DAVIS-2016

S-Measure AVERAGE MAE MAX E-MEASURE MAX F-MEASURE

3D on FaceForensics++

pose ID retrieval AUC FID SSIM landmarks perceptual loss verification exp embedding L2 LogLoss expression

3D on GEN1 Detection

3D on KITTI Cars Easy val

3D on KITTI Cars Moderate val

3D on KITTI-360

AP50 AP25 mIoU mAP@0.3

3D on LVIS v1.0 minival

3D on MORPH album2 (Caucasian)

3D on MSRA Hands

Average 3D Error

3D on REAL275

mAP 5, 5cm mAP 10, 5cm mAP 3DIou@50 mAP 3DIou@25 mAP 10, 10cm mAP 3DIou@75 mAP 5, 2cm mAP 10, 2cm FPS Rerr Terr mAP 15, 5cm

3D on SHREC'19

Euclidean Mean Error (EME)Accuracy at 1%

3D on View-of-Delft (val)

3D on WFW (Extra Data)

NME (inter-ocular)AUC@10 (inter-ocular)FR@10 (inter-ocular)

3D on nuscenes Camera-Radar

3D on AFAD

3D on AIC

AP AP75 AR AR50 AP50

3D on AP-10K

3D on Adience Gender

Accuracy (5-fold)

3D on AgeDB

3D on BP4D

Average F1 Average AUC ICC Avg F1

3D on CALFW

Accuracy MParams MFLOPs

3D on Clipark1k

3D on CoCA

S-measure max F-measure mean E-measure Mean F-measure max E-measure MAE

3D on CoSOD3k

max E-measure S-measure max F-measure MAE mean E-measure mean F-measure

3D on CoSal2015

max E-measure S-measure max F-measure MAE mean E-measure mean F-measure

3D on DeepFish

3D on DeepLesion

3D on ETH3D

Delta < 1.25 absolute relative error

3D on FDDB

3D on HInt: Hand Interactions in the wild

PCK@0.05 (New Days) All PCK@0.05 (VISOR) All PCK@0.05 (NewDays) Visible PCK@0.05 (VISOR) Visible PCK@0.05 (NewDays) Occ PCK@0.05 (VISOR) Occ PCK@0.05 (Ego4D) All PCK@0.05 (Ego4D) Visible PCK@0.05 (Ego4D) Occ

3D on KITTI Cars Hard val

3D on MORPH Album2

MAE MAE (2 shot)MAE (4 shot)MAE (8 shot)MAE (16 shot)CS Rank-1 Recognition Rate

3D on NEU-DET

3D on ViSal

S-Measure max E-measure Average MAE

3D on Wildtrack

MODA MODP Recall

3D on YCB-Video

ADDS AUC Mean ADD Mean ADD-S Mean ADI ADD(S) AUC Mean AUC ADD-S AUC ADD-S (2cm)Accuracy (ADD)

3D on YouTube-VOS 2018

PSNR SSIM VFID Ewarp

3D on 4D-DRESS

Chamfer (cm)IOU

3D on AH36M

H36M PMPJPE (n = 25)Best-Hypothesis PMPJPE (n = 25)H36M PMPJPE (n = 1)Most-Likely Hypothesis PMPJPE (n = 1)Best-Hypothesis MPJPE (n = 25)

3D on ApolloCar3D

A3DP Detection Rate

3D on CPLFW

Accuracy MFLOPs MParams

3D on DAIR-V2X-I

AP|R40(moderate)AP|R40(easy)AP|R40(hard)

3D on DAVIS

PSNR SSIM VFID Ewarp LPIPS (object)LPIPS (square)PNSR (object)SSIM (object)SSIM (square)

3D on DAVSOD-easy35

S-Measure Average MAE max E-Measure max F-Measure

3D on DIOR-R

3D on DTTD-Mobile

ADD AUC ADD-S AUC AR CoU AR CH AR pCH

3D on FakeAVCeleb

ROC AUC AP Accuracy (%)

3D on HANDS 2017

Average 3D Error

3D on HRSC2016

3D on IJB-B

TAR@FAR=0.0001 TAR @ FAR=0.001 TAR @ FAR=0.0001 TAR @ FAR=1e-5 TAR @ FAR=0.01 MFLOPs Rank-1 MParams Rank-5 TAR @ FAR=1e-3 TAR @ FAR=1e-4 Accuracy

3D on KITTI Depth Completion Validation

3D on MAFL Unaligned

3D on MORPH Album2 (SE)

3D on MS-COCO

3D on MultiviewX

MODA MODP Recall

3D on SSP-3D

PVE-T-SC mIOU PVE-T

3D on SeaDronesSee

mAP@0.5 mAP@0.50

3D on UA-DETRAC

3D on VOS-T

S-Measure max E-measure Average MAE

3D on ViCoS Towel Dataset

3D on ASVspoof 2021

21LA EER 21DF EER

3D on BTS3.1

3D on COCO test-challenge

AR ARM AP AP50 AP75 APL AR50 AR75 ARL

3D on Clipart1k

3D on Comic2k

3D on DAVSOD-Difficult20

S-Measure max E-measure Average MAE

3D on DAVSOD-Normal25

S-Measure max E-measure Average MAE

3D on DISFA

Average F1 Average AUC ICC Accuracy

3D on Description Detection Dataset

Intra-scenario FULL mAP Intra-scenario PRES mAP Intra-scenario ABS mAP

3D on FGNET

3D on Florence

RMSE Cooperative RMSE Indoor RMSE Outdoor Average 3D Error Mean NME Mean NME

3D on HO-3D v3

PA-MPJPE PA-MPVPE AUC_J F@5mm F@15mm AUC_V

3D on MCL

S-Measure MAX E-MEASURE AVERAGE MAE MAX F-MEASURE

3D on NYU-Depth V2 self-supervised

Root mean square error (RMSE)Absolute relative error (AbsRel)delta_1 delta_2 delta_3

3D on ODinW Full-Shot 13 Tasks

3D on PyBullet Ant

3D on PyBullet HalfCheetah

3D on PyBullet Hopper

3D on PyBullet Walker2D

3D on Rope3D

3D on SUN-RGBD

mAP@0.25 mAP@0.5 Delta < 1.25 RMSE absolute relative error Delta < 1.25^2 Delta < 1.25^3 log 10 Inference Speed (s)

3D on SceneEgo

Average MPJPE (mm)PA-MPJPE

3D on SegTrack v2

S-Measure AVERAGE MAE max E-measure MAX F-MEASURE

3D on ShapeNet

IoU 3DIoU Chamfer Distance F-Score@1%F-Score

3D on UAVDT

3D on UDM10 - 4x upscaling

3D on UVSD

S-Measure max E-measure Average MAE

3D on Waymo Open Dataset

mAPH/L2 AP/L2 Latency, ms 3D mAPH Vehicle (Front Camera Only)AP MPJPE

3D on ITOP front-view

3D on Annotated Faces in the Wild

3D on GlobalEgoMocap Test Dataset

Average MPJPE (mm)PA-MPJPE

3D on HQVI (240p)

LPIPS VFID PSNR SSIM

3D on ISTD

Balanced Error Rate

3D on LFSD

S-Measure Average MAE max E-Measure max F-Measure

3D on LFWA

3D on MS-COCO (1-shot)

3D on MS-COCO-2014

3D on ModelNet40

Classification Accuracy ModelNet40 (Average)ModelNet40 (I)ModelNet40 (C)Mean AP

3D on NAO

mAP mAP w/o OOD mAR

3D on OVAD-Box benchmark

mean average precision

3D on Objaverse

Objaverse (Average)Objaverse (I)Objaverse (C)

3D on PASCAL VOC 2012

3D on PASCAL VOC'07

3D on REDS4- 4x upscaling

3D on S3DIS

mAP@0.5 mAP@0.25

3D on SBU / SBU-Refine

Balanced Error Rate

3D on SOC

Average MAE S-Measure mean E-Measure

3D on SUN RGB-D

AP 0.5 AP@0.15 (10 / NYU-37)AP@0.15 (NYU-37)AP@0.15 (10 / PNet-30)

3D on SiW (Protocol 3)

3D on TBBR

Average Recall@IoU:0.5-0.95

3D on TriMouse-161

3D on UCF

Balanced Error Rate

3D on UVG

Average PSNR (dB)Model Size (M)

3D on nuScenes LiDAR only

NDS mAP NDS (val)mAP (val)

3D on waymo cyclist

3D on waymo pedestrian

3D on AFLW

3D on AI-TOD

AP AP50 AP75 APvt APt APs APm mAP50 mAP@50-95

3D on Argoverse

3D on BigDetection val

3D on CASIA-WebFace+masks

3D on CHAMELEON

S-measure weighted F-measure MAE

3D on COCO-WholeBody

keypoint AP AP AP50 AP75 APL APM

3D on COFW

NME (inter-ocular)NME (inter-pupil)Recall at 80% precision (Landmarks Visibility)MAE pitch (º)MAE yaw (º)NME

3D on COFW-68

NME (inter-ocular)NME (box)AUC@7 (box)

3D on CelebA+masks

3D on ChaLearn 2015

3D on Charades

3D on Cholec80

3D on DroneSURF

3D on EventPed

3D on Horse-10

PCK@0.3 (OOD)Normalized Error (OOD)

3D on InLoc

DUC1-Acc@0.25m,10°DUC1-Acc@0.5m,10°DUC1-Acc@1.0m,10°DUC2-Acc@0.25m,10°DUC2-Acc@0.5m,10°DUC2-Acc@1.0m,10°

3D on InOutDoor

3D on KITTI Pedestrians Moderate

3D on MLFW

3D on Make3D

RMSE Abs Rel Sq Rel

3D on Mid-Air Dataset

Abs Rel RMSE log RMSE SQ Rel AuSE on Abs Rel AuSE on RMSE log

3D on NC4K

S-measure weighted F-measure MAE

3D on PASCAL Face

3D on PeopleArt

mAP@0.5 mAP mAP@0.75 MAP

3D on STCrowd

3D on ShapeNetCore

3D on Surreal

MPJPE PA-MPJPE PVE PCK

3D on T$^3$Bench

3D on TED Gesture Dataset

3D on UnrealEgo

Average MPJPE (mm)PA-MPJPE

3D on V2XSet

AP0.5 (Perfect)AP0.7 (Perfect)AP0.5 (Noisy)AP0.7 (Noisy)

3D on waymo vehicle

APH/L2 L1 mAP AP

3D on 3D Poses in the Wild Challenge

3D on AFLW-Full

Mean NME Mean NME NME

3D on AIST++

MPJPE Acceleration Error Single-view

3D on AMASS

Average MPJPE (mm) 1000 msec ADE FDE APD FDE@1000ms (mm)FDE@560ms (mm)FDE@720ms (mm)FDE@880ms (mm)APDE

3D on BEAT

3D on Biwi 3D Audiovisual Corpus of Affective Communication - B3D(AC)^2

Lip Vertex Error FDD

3D on CK+

Accuracy (7 emotion)Accuracy (8 emotion)Accuracy (6 emotion)Accuracy

3D on CVCS

MODA (1m)MODP (1m)Precision (1m)Recall (1m)F1_score (1m)MODA (0.5m)F1_score (0.5m)

3D on CelebA-Spoof-Enroll5

3D on CityStreet

MODA (2m)MODP (2m)Precision (2m)Recall (2m)F1_score (2m)

3D on DREAM-dataset

AUC (avg. on 4 real DREAM datasets)mean-ADD (avg. on 4 real DREAM datasets)

3D on Helvipad

Depth-MAE Depth-RMSE Depth-MARE Depth-LRCE Disp-MAE Disp-RMSE Disp-MARE Disp-LRCE

3D on ITOP top-view

3D on J-HMDB

Mean PCK@0.2 Mean PCK@0.1 Mean PCK@0.05

3D on KITTI Cars Easy

3D on KITTI Cyclists Moderate

3D on LVIS v1.0 test-dev

AP AP50 AP75 APr APc APf

3D on MPII Single Person

PCKh@0.5 PCKh@0.1

3D on ODinW

3D on OPV2V

AP@0.7@Default AP@0.7@CulverCity AP50

3D on OVAD benchmark

mean average precision

3D on PanoContext

3D on Pix3D

CD R@1 R@16 R@2 R@32 R@4 R@8 EMD Percentage correct IoU

3D on PoPArt

mAP mAP@0.5 mAP@0.75

3D on RGBD135

Average MAE S-Measure max F-Measure max E-Measure

3D on SKU-110K

3D on SOD4SB Private Test

3D on SOD4SB Public Test

3D on SiW-Enroll5

3D on SimBEV

SDS mAP mATE mAOE mASE mAVE

3D on UPenn Action

3D on Ultra Video Group HD - 4x upscaling

3D on V2X-SIM

mAP mATE mASE mAOE

3D on VisDrone-DET2019

AP50 AP APvt APt APs AP75 FPS APm

3D on iSAID

Average Precision

3D on mebeblurf

Accuracy MAE FNMR [%] @ 10-3 FMR Equal Error Rate

3D on Pascal3D+

3D on 300W Split 2

NME (box)AUC@7 (box)NME (inter-ocular)AUC@8 (inter-ocular)FR@8 (inter-ocular)

3D on 300W Split 2 (300W-LP)

NME (bbox)AUC@7 (bbox)NME (inter-ocular)

3D on AFLW (Zhang CVPR 2018 crops)

3D on AFLW Unaligned

3D on AFLW2000-3D

ID retrieval exp embedding L2 pose GTE Mean NME NME Mean NME Balanced NME (2D Sparse Alignment)Mean NME(3D Dense Alignment)

3D on ARKitScenes

mAP@0.25 mAP@0.5

3D on Aria Everyday Objects

3D on Aria Synthetic Environments

MAP Accuracy Completeness Precision Recall

3D on COFW-68 (300WLP)

3D on DCM

Average Precision Abs Rel RMSE RMSE log Sq Rel

3D on DDAD

RMSE absolute relative error RMSE log Sq Rel Delta < 1.25

3D on Data3D−R2N2

3D on DeepMind Cheetah Run (Images)

3D on DensePose-COCO

3D on Event-Camera Dataset

Mean Squared Error LPIPS

3D on FERPlus

Accuracy(pretrained)

3D on FFHQ 256 x 256

3D on FFHQ 512 x 512 - 16x upscaling

3D on FaceScape

3D on Fish-100

3D on HICO-DET

3D on HQVI (480p)

LPIPS VFID PSNR SSIM

3D on IBims-1

δ1.25 RMSE ORD D3R absolute relative error

3D on IJB-C

TAR @ FAR=1e-3 TAR @ FAR=0.01 MFLOPs MParams TAR @ FAR=1e-2 Rank-1 Rank-5 TAR @ FAR=1e-6 TAR @ FAR=1e-5 TAR @ FAR=1e-4 training dataset model

3D on IMDB-Clean

Average mean absolute error

3D on ImageNet

3D on India Driving Dataset

3D on JAFFE

3D on KITTI Cyclist Easy val

3D on KITTI Cyclist Hard val

3D on KITTI Cyclist Moderate val

3D on KITTI Pedestrian Easy val

3D on KITTI Pedestrian Hard

AP Hard Average Precision

3D on KITTI Pedestrian Hard val

3D on KITTI Pedestrian Moderate val

3D on KITTI2015

three pixel error three pixel error D1-all All D1-all Noc

3D on MP-IDB

3D on MVSEC

Mean Squared Error LPIPS

3D on Manga109

Average Precision

3D on Marmoset-8K

3D on MoCA-Mask

S-measure weighted F-measure MAE mDice mIoU

3D on ModelNet10

3D on OULU-NPU

3D on PRO-teXt

3D on PoseTrack2018

3D on RICH

MPJPE PA-MPJPE MPVPE BoSE

3D on Relative Human

PCDR PCDR-Baby PCDR-Kid PCDR-Teen PCDR-Adult mPCDK

3D on Replay-Attack

3D on SALSA

3D on SCARED-C

3D on SFEW

3D on SLOPER4D

Average MPJPE (mm)

3D on Spring

3D on Stirling-HQ (FG2018 3D face reconstruction challenge)

Mean Reconstruction Error (mm)

3D on Stirling-LQ (FG2018 3D face reconstruction challenge)

Mean Reconstruction Error (mm)

3D on TruckScenes

3D on UBody

PVE-All PVE-Hands PVE-Face PA-PVE-All PA-PVE-Hands PA-PVE-Face

3D on Visual Genome

3D on WaterScenes

3D on 3D Object Detection on Argoverse2 Camera Only

3D on 3RScan

mAP@0.25 mAP@0.5

3D on AFLW-MTFL

3D on ARKitFace

3D on Argoverse-HD (Detection-Only, Test)

3D on Argoverse-HD (Full-Stack, Test)

3D on BP4D+

3D on BUAA-VisNir

TAR @ FAR=0.001 TAR @ FAR=0.01

3D on CASIA NIR-VIS 2.0

TAR @ FAR=0.001

3D on CGFIQA-40k

3D on COD10K

E_{\phi}MAE S_{\alpha}F_{\beta}

3D on CUFS

FID NLDA FSIM SSIM

3D on CatFLW

3D on CelebAMask-HQ

3D on ChaLearn 2016

3D on Color FERET

FNMR [%] @ 10-3 FMR Pearson Correlation 5-class test accuracy

3D on Common Objects in 3D

3D on DIODE

Delta < 1.25^3 Delta < 1.25 Delta < 1.25^2

3D on DOTA

3D on FAIR1M-2.0

3D on FairFace

gender-top1 age-top1 race-top1

3D on Falling Objects

3D on Filtered NTU RGB+D

3D on FlickrLogos-32

3D on GSO

Chamfer Distance IoU F-Score

3D on GTA-IM Dataset

Path Error Pose Error

3D on Google Objectron

Average Precision at 0.5 3D IoU MPE AP at 15' Azimuth error AP at 10' Elevation error

3D on Google-AR

3D on Google-Yoga

3D on HANDS 2019

Average 3D Error

3D on HARPER

Average MPJPE (mm) @ 400ms Average MPJPE (mm) @ 1000ms Last Frame MPJPE (mm) @ 400ms Last Frame MPJPE (mm) @ 1000ms Average MPJPE (mm)

3D on IJB-A

TAR @ FAR=0.001 TAR @ FAR=0.1 TAR @ FAR=0.01 Accuracy

3D on KITTI Pedestrian Easy

AP Easy Average Precision

3D on KITTI Pedestrian Moderate

AP Medium Average Precision

3D on LRS2

FID LSE-D LSE-C

3D on Leeds Sports Poses

3D on MFW+ (M-M)

3D on MFW+ (U-M)

3D on MORPH

FNMR [%] @ 10-3 FMR MAE Accuracy (%)

3D on MultiScan

mAP@0.25 mAP@0.5

3D on ODinW-13

3D on ODinW-35

3D on OoDIS

3D on Oulu-CASIA NIR-VIS

TAR @ FAR=0.001 TAR @ FAR=0.01

3D on PASCAL VOC 2012, 60 proposals per image

3D on PIQ23

SRCC PLCC KRCC MAE

3D on Pascal VOC to Clipart1K

3D on PoseTrack2017

3D on SOD

3D on ScanNet++

mAP@0.25 mAP@0.5

3D on SkiPose

MPJPE P-MPJPE CPS PCK

3D on StanfordExtra

3D on TbD

3D on TbD-3D

3D on VA (Virtual Apartment)

Root mean square error (RMSE)Log root mean square error (RMSE_log)Mean average error (MAE) Absolute relative error (AbsRel)

3D on VEDAI

3D on Vimeo90K

3D on VoxCeleb2 - 1-shot learning

CSIM LPIPS Normalized Pose Error SSIM inference time (ms)FID

3D on WiderPerson

3D on Xiph HD - 4x upscaling

3D on aiMotive Dataset

BEV AP@0.3 Highway BEV AP@0.3 Night BEV AP@0.3 Rain BEV AP@0.3 Urban

3D on bFFHQ

Bias-Conflicting Accuracy

3D on eBDtheque

Abs Rel RMSE RMSE log Sq Rel

3D on sceneflow

Average End-Point Error EPE

3D on xView

3D on RF-MMD

mAP (@0.1, Through-wall)mAP (@0.1, Visible)

3D on 300-VW (C)

AUC0.08 private AUC0.07

3D on 300W (Common)

3D on 300W (Full)

MAE mean (º)MAE yaw (º)MAE pitch (º)MAE roll (º)Mean NME

3D on 3DFAW

3D on 3R-Scan

Top-10 Accuracy Top-5 Accuracy

3D on AFLW-Front

Mean NME Mean NME NME

3D on Adience (Online Open Set)

Average Accuracy (10 times)

3D on Argoverse-HD (Detection-Only, Val)

3D on Argoverse-HD (Full-Stack, Val)

3D on Argoverse2

3D on BRACE

Average Precision Average Recall

3D on CACDVS

3D on CAMERA25

mAP 10, 10cm mAP 10, 5cm mAP 3DIou@25 mAP 3DIou@50 mAP 5, 5cm

3D on CASIA-MFSD

3D on COCO

Validation AP boxAP boxAP50 boxAP75 box AP Test AP AP

3D on COCO 2017 (Electronic, Indoor, Kitchen, Furniture)

3D on COCO 2017 (Outdoor, Accessories, Appliance, Truck)

Unknown Recall MAP WI A-OSE

3D on COCO 2017 (Sports, Food)

Unknown Recall MAP WI A-OSE

3D on COCO VOC to non-VOC

3D on CUFSF

FID NLDA FSIM SSIM

3D on Camouflaged Animal Dataset

S-measure weighted F-measure MAE mDice mIoU

3D on Carl

3D on Chameleon

E_{\phi}F_{\beta}MAE S_{\alpha}

3D on Cityscapes test

mPC [AP]rPC [%]RMSE

3D on Cityscapes-to-Foggy Cityscapes

3D on Color FERET (Online Open Set)

Average Accuracy (10 times)

3D on DAIR-V2X

3D on DFDC

3D on DHP19

MPJPE3D GFLOPs MPJPE2D Params (M)

3D on DeepMind Cup Catch (Images)

3D on DeepMind Walker Walk (Images)

3D on Disguised Faces in the Wild

GAR @0.1% FAR GAR @1% FAR GAR @0.1% FAR Impersonation GAR @0.1% FAR Obfuscation GAR @0.1% FAR Overall GAR @1% FAR Impersonation GAR @1% FAR Obfuscation GAR @1% FAR Overall GAR @10% FAR

3D on Disguised Faces in the Wild 2019

GAR @0.01% FAR Impersonation GAR @0.01% FAR Obfuscation GAR @0.01% FAR Overall GAR @0.01% FAR Plastic Surgery GAR @0.1% FAR Impersonation GAR @0.1% FAR Obfuscation GAR @0.1% FAR Overall GAR @0.1% FAR Plastic Surgery

3D on Drone vs Bird

AP50 AP50l AP50m AP50s

3D on EgoBody

Average MPJPE (mm)PA-MPJPE MPVPE PA-MPVPE

3D on FERG

3D on FotW Gender

3D on GMVD

3D on Gaming 3D (G3D)

3D on Geometric Pose Affordance

MPJPE PCK3D (CA)PCK3D (CS)MPJPE (CA)MPJPE (CS)PCK

3D on HQVI (2K)

LPIPS VFID PSNR SSIM

3D on IJB-S

Rank-1 (Video2Booking)Rank-1 (Video2Single)Rank-1 (Video2Video)

3D on INI-30

Euclidean Distance

3D on IconArt

3D on IndustReal

3D on KITTI

absolute relative error Average Orientation Similarity

3D on KITTI 2015

Absolute relative error (AbsRel)Sq Rel D1-all All D1-all Noc Average End-Point Error RMSE

3D on KITTI Cyclist Easy

3D on KITTI Cyclist Hard

3D on KITTI Cyclist Moderate

3D on LAGENDA

3D on LFW (Online Open Set)

Average Accuracy (10 times)

3D on LLFF

3D on LRS3

FID LSE-C LSE-D

3D on LRW

FID LSE-C LSE-D LMD SSIM

3D on MEBeauty

MAE Root mean square error (RMSE)Pearson Corr

3D on MERL-RAV

NME (box)AUC@7 (box) MAE mean (º)MAE yaw (º)MAE pitch (º)MAE roll (º)

3D on MGif

3D on Mars DTM Estimation

Delta < 1.25 Delta < 1.25^2 Delta < 1.25^3 Average PSNR mean absolute error RMSE

3D on Middlebury 2014

ORD D3R RMSE δ1.25

3D on OCCLUSION

3D on ODinW Full-shot 35 Tasks

3D on ONCE

3D on OPT

3D on Objects365

3D on OccludedLINEMOD

3D on OpenImages-v4

mask AP50 AP 0.5

3D on OpenImages-v6

3D on Oulu-CASIA

Accuracy (10-fold)Accuracy

3D on PASCAL Part 2010 - Animals

3D on PASCAL VOC 10%

3D on PASCAL VOC to Comic2k

3D on PASCAL VOC to Watercolor2k

3D on SA-Det-100k

AP AP50 AP75 APS APM APL

3D on SCUT-FBP

3D on SIXray

3D on SK-LARGE

3D on SPEC-MTP

3D on ScanNet

RMSE absolute relative error 3DIoU Chamfer Distance L1

3D on SpaceNet 2

F1 Score (Avg. over Cities)

3D on Spiideo SoccerNet SynLoc

mAP-LocSim FrameAccuracy F1

3D on SynthEVox3D-Tiny

3D on T-LESS

Mean Recall Recall (VSD)

3D on TED-talks

3D on Tai-Chi-HD (256)

3D on Tai-Chi-HD (512)

3D on UAV-Human

3D on UHDB31

3D on UND-X1

3D on VOCASET

Lip Vertex Error

3D on VoxCeleb

3D on VoxCeleb1 - 1-shot learning

3D on VoxCeleb1 - 32-shot learning

3D on VoxCeleb1 - 8-shot learning

3D on VoxCeleb2 - 8-shot learning

3D on Voxceleb-3D

Mean ARE ARE-ER ARE-FR ARE-MR ARE-CR

3D on YouTube-VOS

LPIPS PSNR PSNR (square)SSIM

3D on cartpole.balance_sparse

3D on cartpole.swingup

3D on cheetah.run

3D on finger.turn_hard

3D on iCartoonFace

Average Precision

3D on iCoSeg

max E-measure S-measure max F-measure MAE

3D on walker.stand

3D on walker.walk

3D on waymo all_ns

3D on !(()&&!|||

3D on 1

3D on 100 sleep nights of 8 caregivers

3D on 13.8

3D on 2017_test set

14 gestures accuracy

3D on 2D Walker

3D on 3D-BSLS-6D

3D on 3DMatch Benchmark

3D on 3DOH50K

Average PA-MPJPE (mm)

3D on 3DPeople

Chamfer IoU Normal Consistency P2S

3D on 4D Light Field Dataset

BadPix(0.01)BadPix(0.03)BadPix(0.07)MSE

3D on A Dataset of Multispectral Potato Plants Images

Average IOU Dice Score

3D on A2D

3D on ADE20K

3D on AFLW-LFPA

3D on AODRaw

3D on ATR

3D on Acrobot

3D on Acrobot (limited sensors)

3D on Acrobot (noisy observations)

3D on Acrobot (system identifications)

3D on Acted Facial Expressions In The Wild (AFEW)

Accuracy(on validation set)

3D on Aff-Wild2

3D on Animal-Pose Dataset

3D on Animal3D

3D on Ant

3D on Ant + Gathering

3D on Ant + Maze

3D on AquaTrash

mean average precision

3D on Aria Digital Twin Dataset

Accuracy Completeness Precision

3D on BDD100K

3D on BDD100K val

mAP@0.5 Accuracy

3D on BJUT-3D

3D on BN-AuthProf

3D on Ball in cup, catch (DMControl100k)

3D on Ball in cup, catch (DMControl500k)

3D on Bee4Exp Honeybee Detection

3D on C2A: Human Detection in Disaster Scenarios

3D on CAER

3D on CASME II

3D on CASPAPaintings

3D on CFP-FF

3D on CHALL H80K

3D on CIFAKE: Real and AI-Generated Synthetic Images

AUC Validation Accuracy

3D on CISOL - Track A - TD-TSR

mAP@0.5:0.95:0.05

3D on CISOL - Track B - TSR-only

mAP@0.5:0.95:0.05

3D on CMU Panoptic + 300W-LP

3D on CMU-MPIE

16x16 Accuracy 24x24 Accuracy 32x32 Accuracy 48x48 Accuracy

3D on COCO 1% labeled data

Person Keypoint AP

3D on COCO+

3D on COCO-Mix

unknown F1 score unknown-AP

3D on COCO-OOD

unknown F1 score unknown-AP

3D on COCOFake

3D on CREMA-D

UAR EmoAcc FID LSE-C

3D on CUB-200-2011

3D on CarFusion

3D on Cart Pole (OpenAI Gym)

3D on Cart-Pole Balancing

3D on Cart-Pole Balancing (limited sensors)

3D on Cart-Pole Balancing (noisy observations)

3D on Cart-Pole Balancing (system identifications)

3D on Cartpole, swingup (DMControl100k)

3D on Cartpole, swingup (DMControl500k)

3D on CelebA + AFLW Unaligned

MOS MS-SSIM PSNR SSIM

3D on CelebA Aligned

MOS MS-SSIM PSNR SSIM

3D on CelebV-HQ

3D on Cheetah, run (DMControl100k)

3D on Cheetah, run (DMControl500k)

3D on CityPersons

3D on Cityscapes 3D

3D on Cityscapes to Foggy Cityscapes

3D on Clear Weather

mod. Car AP@.7IoU

3D on CoPerception-UAVs

3D on Comma.ai

3D on CrowdHuman

3D on DFFD

3D on DIML Outdoor

Delta < 1.25 RMSE absolute relative error

3D on DIODE Indoor

Delta < 1.25 RMSE absolute relative error

3D on DIODE Outdoor

Delta < 1.25 RMSE absolute relative error

3D on DVS128 Gesture

3D on DVSMOTION20

3D on DeepTrash

3D on Dense Fog

mod. Car AP@.5IoU mod. Cyclist AP@.25IoU mod. Pedestrian AP@.25IoU mod. mAP

3D on DiveFace

3D on Double Inverted Pendulum

3D on Drinking Waste Classification

3D on Drunkard's Dataset Level3 Scene0

Absolute Trajectory Error [m]Relative Position Error Rotation [º]Relative Position Error Translation [cm]

3D on ECCV HotOrNot

Pearson Correlation

3D on ELEVATER

3D on EPIC KITCHENS-seen splits

3D on EPIC KITCHENS-unseen splits

3D on EPIC-KITCHENS-55

3D on EURECOM

3D on EVD4UAV

Detection: Full (mAP@0.5)

3D on Ego3DHands

3D on ExpW

3D on Expi - common actions split

Average MPJPE (mm) @ 200 ms

3D on Extended TACO-1

3D on Extended TACO-7

3D on Extragalactic Planetary Nebulae

Number of sources

3D on FFHQ

SSIM LPIPS PSNR

3D on FFHQ 512 x 512 - 4x upscaling

3D on FLIR

3D on FaceForensics

DF FS FSF NT Real Total Accuracy

3D on FaceWarehouse

3D on FakeOrReal

3D on Finger, spin (DMControl100k)

3D on Finger, spin (DMControl500k)

3D on Full Humanoid

3D on GMOT-40

3D on GQA

3D on GRAB

Average MPJPE (mm)

3D on Geometric Pose Affordance

MPJPE (CS)MPJPE (CA)PCK3D (CS)PCK3D (CA)

3D on HSPACE

MPJPE MPVPE PA-MPJPE PA-MPVPE

3D on Half-Cheetah

3D on Heavy Snowfall

mod. Car AP@.7IoU

3D on HeiChole Benchmark

3D on Hopper

3D on How2Sign

3D on Hypersim

Delta < 1.25 RMSE absolute relative error

3D on ICVL

3D on IIIT-D Viewed Sketch

3D on IRV2V

3D on ITOP front-view

3D on ImageNet Detection

3D on InterHand2.6M

3D on Inverted Pendulum

3D on Inverted Pendulum (limited sensors)

3D on Inverted Pendulum (noisy observations)

3D on Inverted Pendulum (system identifications)

3D on JTA

F1(t=0.4m)F1(t=0.8m)F1(t=1.2m)

3D on K2HPD

3D on KANFace

Average mean absolute error

3D on KITTI Cyclists Easy

3D on KITTI Cyclists Hard

3D on KITTI Cyclists Moderate val

3D on KITTI Object Tracking Evaluation 2012

3D on KITTI Pedestrian

3D on KITTI Pedestrians Easy

3D on KITTI Pedestrians Hard

3D on KITTI Pedestrians Moderate val

3D on KITTI2012

three pixel error

3D on Kitti Odometry

Absolute Trajectory Error [m]

3D on LAV-DF

3D on LDD

3D on LLVIP

3D on LeukemiaAttri

3D on Light Snowfall

mod. Car AP@.7IoU

3D on Lunar Lander (OpenAI Gym)

3D on M5-Malaria Dataset

3D on MFR

MFR-ALL MFR-MASK African Caucasian South Asian East Asian

3D on MJU-Waste

3D on MLFP

3D on MMI

3D on MPII

3D on MS-COCO (5-shot)

3D on MS-COCO-2017

3D on MSU-MFSD

Equal Error Rate HTER

3D on MUSES: MUlti-SEnsor Semantic perception dataset

3D on Market-HQ

3D on Matterport3D

Abs Rel Delta < 1.25 Delta < 1.25^2 Delta < 1.25^3 RMSE absolute error absolute relative error

3D on MegaFace

3D on Menpo

AUC (box)NME (box)

3D on MoNuSeg 2018

3D on MoVi

3D on Mountain Car

3D on Mountain Car (limited sensors)

3D on Mountain Car (noisy observations)

3D on Mountain Car (system identifications)

3D on Multi-Modal CelebA-HQ

3D on Multi-Person PoseTrack

3D on Multispectral Dataset

3D on NII-CU MAPD

mAP@0.5:0.95 AP@0.5 AP@0.75

3D on NJUD

3D on NYU Depth v2

3D on PASCAL VOC

3D on PASCAL VOC 2007 (15+5)

3D on PASCAL VOC 2012 val

3D on PKU-DDD17-Car

3D on PhysioNet Challenge 2021

Mean absolute error Mean Squared Error Mean Squared Error (cross-val)Mean Absolute Error (cross-val)

3D on Pointing'04

3D on PoseTrack21

3D on QMUL-SurvFace

3D on RAVDESS

3D on RF-MMD

mAP (@0.1, Through-wall)mAP (@0.1, Visible)

3D on RHP

3D on RaFD

3D on Reacher, easy (DMControl100k)

3D on Reacher, easy (DMControl500k)

3D on Remote Flash LiDAR Vehicles Dataset

mean average precision

3D on Rice Grain Disease Dataset

3D on SAT-MTB-VSR

3D on SAVEE

3D on SHEL5K

3D on SKSF-A

3D on SODA-D

3D on SPMCS - 4x upscaling

3D on STARE

3D on STB

3D on SUN-Mem

AP50 AUPRC AUROC

3D on ShapeNetCore 55

3D on Simple Humanoid

3D on Songdo Vision

Precision Recall mAP@50 mAP@50-95

3D on SpaceNet 1

3D on Swimmer

3D on Swimmer + Gathering

3D on Swimmer + Maze

3D on Tai-Chi-HD

3D on Taskonomy

3D on Tejani

IoU-2D IoU-3D VSS-2D VSS-3D

3D on TexBiG 2022 test

mAP@0.5:0.95:0.05

3D on TexBiG 2023 test

mAP@0.5:0.95:0.05

3D on TransCG

Delta < 1.25 MAE REL RMSE delta < 1.05 delta < 1.10

3D on TransProteus

3D on UASOL

3D on UAVVaste

3D on USC-GRAD-STDdb

3D on Udacity

3D on Urban Hyperspectral Image

3D on VME & CDSI

3D on VggFace2

3D on Vimeo-90K

3D on Virtual KITTI 2

mAP@0.3 mAP@0.5 Delta < 1.25 RMSE absolute relative error

3D on VisDrone - 10% labeled data

3D on VisDrone - 5% labeled data

3D on VisDrone- 1% labeled data

3D on VoxCeleb2 - 32-shot learning

3D on WAF

3D on WIDER FACE

Average Top-1 Accuracy

3D on WIDER Face

Average Precision GFLOPs

3D on Walker, walk (DMControl100k)

3D on Walker, walk (DMControl500k)

3D on Waymo 2D detection all_ns test

3D on WebFace

3D on XQLFW

3D on YT-BB

3D on ^(#$!@#$)(()))******

3D on acrobot.swingup

3D on ball_in_cup.catch

3D on cartpole.balance

3D on cartpole.swingup_sparse

3D on finger.spin

3D on finger.turn_easy

3D on fish.swim

3D on hopper.hop

3D on hopper.stand

3D on humanoid.run

3D on manipulator.insert_ball

3D on manipulator.insert_peg

3D on nuScenes Cars

AP 2.0m AP 0.5m AP 1.0m AP 4.0m ATE ASE AOE

3D on nuScenes-C

mean Corruption Error (mCE)

3D on nuScenes-F

AP AP50 AP75 AR ARI ARm ARs

3D on nuScenes-FB

AP AP50 AP75 AR ARI ARm ARs

3D on pendulum.swingup

3D on quadruped.run

3D on quadruped.walk

3D on reacher.easy

3D on reacher.hard

3D on walker.run

3D on Static Facial Expressions in the Wild

3D on 01/01/19679682867

0S 10 Images, 1*1 Stitching, Exact Accuracy

3D on 10,000 People - Human Pose Recognition Data

3D on AFLW-PIFA (21 points)

3D on AFLW-PIFA (34 points)

3D on Barrett’s Esophagus

3D on CAFR

3D on CUHK

3D on Cohn-Kanade

3D on Common Voice Estonian

3D on Custom FINNgers

3D on DOTA 1.0

3D on ExDark

3D on FG-NET

3D on FLIC Elbows

3D on FLIC Wrists

3D on HOD

3D on IBUG

Mean Error Rate

3D on KITTI-C

mean Corruption Error (mCE)

3D on LS3D-W Balanced

3D on Labeled Faces in the Wild

3D on MAFA

3D on MPII Multi-Person

3D on Real-World Affective Faces

3D on Realtor360

3D on Rebar Head

3D on SAR-AIRcraft-1.0

3D on STN PLAD

3D on Scan2CAD

Average Accuracy

3D on YouTube Faces DB

3D on วีเค..!! ชมคลิป ‘ไอซ์ ปรีชญา’ ลืมปิดถ่ายทอดสดขณะอาบน้ำ โด