SOTAVerified

Robot Manipulation

Papers

Showing 401430 of 430 papers

TitleStatusHype
Reinforcement Learning for Robotic Manipulation using Simulated Locomotion DemonstrationsCode0
Improving Environment Robustness of Deep Reinforcement Learning Approaches for Autonomous Racing Using Bayesian Optimization-based Curriculum LearningCode0
Semantically Grounded Object Matching for Robust Robotic Scene RearrangementCode0
Semantic-Geometric-Physical-Driven Robot Manipulation Skill Transfer via Skill Library and Tactile RepresentationCode0
The Treachery of Images: Bayesian Scene Keypoints for Deep Policy Learning in Robotic ManipulationCode0
Recognizing Object Affordances to Support Scene Reasoning for Manipulation TasksCode0
Ambiguity-Aware Multi-Object Pose Optimization for Visually-Assisted Robot ManipulationCode0
SilhoNet: An RGB Method for 6D Object Pose EstimationCode0
Sim2Real Transfer for Vision-Based Grasp VerificationCode0
Decoupling Meta-Reinforcement Learning with Gaussian Task Contexts and SkillsCode0
Neural Task Programming: Learning to Generalize Across Hierarchical TasksCode0
Combined Physics and Event Camera Simulator for Slip DetectionCode0
Imitation Learning with Limited Actions via Diffusion Planners and Deep Koopman ControllersCode0
Motion-based Object Segmentation based on Dense RGB-D Scene FlowCode0
Meta-Learning Parameterized SkillsCode0
H_ Model-free Reinforcement Learning with Robust Stability GuaranteeCode0
Manipulation-Oriented Object Perception in Clutter through Affordance Coordinate FramesCode0
DAIR: Disentangled Attention Intrinsic Regularization for Safe and Efficient Bimanual ManipulationCode0
Learning Structured Representations of Spatial and Interactive Dynamics for Trajectory Prediction in Crowded ScenesCode0
Solving the robot-world hand-eye(s) calibration problem with iterative methodsCode0
Solving the Robot-World Hand-Eye(s) Calibration Problem with Iterative MethodsCode0
DiffClone: Enhanced Behaviour Cloning in Robotics with Diffusion-Driven Policy LearningCode0
A Generalised Approach for Encoding and Reasoning with Qualitative Theories in Answer Set ProgrammingCode0
Learning Robot Manipulation from Cross-Morphology DemonstrationCode0
A Mixed Classification-Regression Framework for 3D Pose Estimation from 2D ImagesCode0
Interactive Learning of Physical Object Properties Through Robot Manipulation and Database of Object MeasurementsCode0
Imitation Learning with Human Eye Gaze via Multi-Objective PredictionCode0
Collective Intelligence for 2D Push Manipulations with Mobile RobotsCode0
Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic ApproachCode0
Transferring End-to-End Visuomotor Control from Simulation to Real World for a Multi-Stage TaskCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1DreamVLAavg. sequence length (D to D)4.44Unverified
2VPPavg. sequence length (D to D)4.29Unverified
3RoboVLMsavg. sequence length (D to D)4.25Unverified
4Openhelixavg. sequence length (D to D)4.08Unverified
5UP-VLAavg. sequence length (D to D)4.08Unverified
6GR-MGavg. sequence length (D to D)4.04Unverified
7MoDEavg. sequence length (D to D)4.01Unverified
8RoboUniViewavg. sequence length (D to D)3.86Unverified
9UniVLAavg. sequence length (D to D)3.8Unverified
10RoboDualavg. sequence length (D to D)3.66Unverified
#ModelMetricClaimedVerifiedStatus
1EquActSucc. Rate (18 tasks, 100 demo/task)89.4Unverified
2SAM2ActSucc. Rate (18 tasks, 100 demo/task)86.8Unverified
3ARP+Succ. Rate (18 tasks, 100 demo/task)84.9Unverified
43D-LOTUSSucc. Rate (18 tasks, 100 demo/task)83.1Unverified
5RVT-2Succ. Rate (18 tasks, 100 demo/task)81.4Unverified
63D Diffuser ActorSucc. Rate (18 tasks, 100 demo/task)81.3Unverified
7Mini DiffuserSucc. Rate (18 tasks, 100 demo/task)77.6Unverified
8SAM-ESucc. Rate (18 tasks, 100 demo/task)70.6Unverified
9Auto-λSucc. Rate (10 tasks, 100 demos/task)69.3Unverified
10Act3DSucc. Rate (18 tasks, 100 demo/task)65Unverified
#ModelMetricClaimedVerifiedStatus
1SoFarVisual Matching0.75Unverified
2SpatialVLAVisual Matching0.72Unverified
3Dita-300MVisual Matching0.69Unverified
4RT-2-XVisual Matching0.61Unverified
5RoboVLMVisual Matching0.56Unverified
6RT-1-XVisual Matching0.53Unverified
7TraceVLAVisual Matching0.46Unverified
8OpenVLAVisual Matching0.28Unverified
9Octo-BaseVisual Matching0.17Unverified
#ModelMetricClaimedVerifiedStatus
1SDPSucc. Rate (12 tasks, 100 demo/task)76Unverified
2EquiDiff (Voxel)Succ. Rate (12 tasks, 100 demo/task)63.9Unverified
3EquiDiff (Image)Succ. Rate (12 tasks, 100 demo/task)53.7Unverified
4DP (Evaluated in EquiDiff)Succ. Rate (12 tasks, 100 demo/task)42Unverified
5DP3 (Evaluated in EquiDiff)Succ. Rate (12 tasks, 100 demo/task)23.9Unverified
6BC RNN (Evaluated in EquiDiff)Succ. Rate (12 tasks, 100 demo/task)22.9Unverified
7ACT (Evaluated in EquiDiff)Succ. Rate (12 tasks, 100 demo/task)21.3Unverified
#ModelMetricClaimedVerifiedStatus
1SoFarAverage0.58Unverified
2SpatialVLAAverage0.34Unverified
3Octo-SmallAverage0.3Unverified
4Octo-BaseAverage0.16Unverified
5RoboVLMAverage0.14Unverified
6RT-1-XAverage0.01Unverified
7OpenVLAAverage0.01Unverified