SOTAVerified

Robot Manipulation

Papers

Showing 151175 of 430 papers

TitleStatusHype
Collective Intelligence for 2D Push Manipulations with Mobile RobotsCode0
Interactive incremental learning of generalizable skills with local trajectory modulationCode0
Learning Structured Representations of Spatial and Interactive Dynamics for Trajectory Prediction in Crowded ScenesCode0
The Treachery of Images: Bayesian Scene Keypoints for Deep Policy Learning in Robotic ManipulationCode0
Exploring Visual Pre-training for Robot Manipulation: Datasets, Models and Methods0
Exploiting Symmetry and Heuristic Demonstrations in Off-policy Reinforcement Learning for Robotic Manipulation0
Facilitating Sim-to-real by Intrinsic Stochasticity of Real-Time Simulation in Reinforcement Learning for Robot Manipulation0
ET-SEED: Efficient Trajectory-Level SE(3) Equivariant Diffusion Policy0
Coarse-to-Fine Imitation Learning: Robot Manipulation from a Single Demonstration0
EquiBot: SIM(3)-Equivariant Diffusion Policy for Generalizable and Data Efficient Learning0
Enhancing the LLM-Based Robot Manipulation Through Human-Robot Collaboration0
Closed Loop Interactive Embodied Reasoning for Robot Manipulation0
Amortized Object and Scene Perception for Long-term Robot Manipulation0
Enhancing Robotic Manipulation with AI Feedback from Multimodal Large Language Models0
Enhancing Reusability of Learned Skills for Robot Manipulation via Gaze and Bottleneck0
Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies0
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces0
Embodied VideoAgent: Persistent Memory from Egocentric Videos and Embodied Sensors Enables Dynamic Scene Understanding0
EmbodiedMAE: A Unified 3D Multi-Modal Representation for Robot Manipulation0
Chain of Thought Imitation with Procedure Cloning0
Eliciting Compatible Demonstrations for Multi-Human Imitation Learning0
Efficient Sensorimotor Learning for Open-world Robot Manipulation0
Category-level Object Detection, Pose Estimation and Reconstruction from Stereo Images0
AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation0
Ab Initio Particle-based Object Manipulation0
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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