SOTAVerified

Robot Manipulation

Papers

Showing 301325 of 430 papers

TitleStatusHype
SEAL: Semantic Frame Execution And Localization for Perceiving Afforded Robot Actions0
Planning for Manipulation among Movable Objects: Deciding Which Objects Go Where, in What Order, and How0
Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks0
Naming Objects for Vision-and-Language Manipulation0
Cyber-Secure Teleoperation With Encrypted Four-Channel Bilateral Control0
MVTrans: Multi-View Perception of Transparent Objects0
State-wise Safe Reinforcement Learning: A Survey0
Zero-Shot Robot Manipulation from Passive Human Videos0
Learning Universal Policies via Text-Guided Video Generation0
Cross-Domain Transfer via Semantic Skill Imitation0
Review on 6D Object Pose Estimation with the focus on Indoor Scene Understanding0
Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward0
Collective Intelligence for 2D Push Manipulations with Mobile RobotsCode0
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces0
Open-Set Object Detection Using Classification-free Object Proposal and Instance-level Contrastive Learning0
Ambiguity-Aware Multi-Object Pose Optimization for Visually-Assisted Robot ManipulationCode0
PI-QT-Opt: Predictive Information Improves Multi-Task Robotic Reinforcement Learning at Scale0
Eliciting Compatible Demonstrations for Multi-Human Imitation Learning0
Enhancing Interpretability and Interactivity in Robot Manipulation: A Neurosymbolic ApproachCode0
That Sounds Right: Auditory Self-Supervision for Dynamic Robot ManipulationCode0
Graph Inverse Reinforcement Learning from Diverse Videos0
A Contact-Safe Reinforcement Learning Framework for Contact-Rich Robot Manipulation0
Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation0
0/1 Deep Neural Networks via Block Coordinate Descent0
Meta-Learning Parameterized SkillsCode0
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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