SOTAVerified

Robot Manipulation

Papers

Showing 126150 of 430 papers

TitleStatusHype
Exploring Visual Pre-training for Robot Manipulation: Datasets, Models and Methods0
Closed Loop Interactive Embodied Reasoning for 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
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces0
Endowing Robots with Longer-term Autonomy by Recovering from External Disturbances in Manipulation through Grounded Anomaly Classification and Recovery Policies0
AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation0
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
Ab Initio Particle-based Object Manipulation0
Human-Agent Joint Learning for Efficient Robot Manipulation Skill Acquisition0
Efficient Self-Supervised Data Collection for Offline Robot Learning0
CapsDT: Diffusion-Transformer for Capsule Robot Manipulation0
Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation0
Efficient and Interpretable Robot Manipulation with Graph Neural Networks0
Can Foundation Models Perform Zero-Shot Task Specification For Robot Manipulation?0
3D-MVP: 3D Multiview Pretraining for Robotic Manipulation0
Effective Tuning Strategies for Generalist Robot Manipulation Policies0
Doing Right by Not Doing Wrong in Human-Robot Collaboration0
6-DoF Stability Field via Diffusion Models0
A Taxonomy for Evaluating Generalist Robot Policies0
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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