SOTAVerified

Robot Manipulation

Papers

Showing 251275 of 430 papers

TitleStatusHype
Chain of Thought Imitation with Procedure Cloning0
CLAS: Coordinating Multi-Robot Manipulation with Central Latent Action Spaces0
Closed Loop Interactive Embodied Reasoning for Robot Manipulation0
Coarse-to-Fine Imitation Learning: Robot Manipulation from a Single Demonstration0
COCOI: Contact-aware Online Context Inference for Generalizable Non-planar Pushing0
Combining Planning and Diffusion for Mobility with Unknown Dynamics0
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping0
Constrained Motion Planning Networks X0
Bridging Visual Perception with Contextual Semantics for Understanding Robot Manipulation Tasks0
Contact Energy Based Hindsight Experience Prioritization0
Contour Primitive of Interest Extraction Network Based on One-Shot Learning for Object-Agnostic Vision Measurement0
Creativity in Robot Manipulation with Deep Reinforcement Learning0
Cross-Domain Transfer via Semantic Skill Imitation0
Curiosity-Driven Experience Prioritization via Density Estimation0
Cyber-Secure Teleoperation With Encrypted Four-Channel Bilateral Control0
Cycle-Correspondence Loss: Learning Dense View-Invariant Visual Features from Unlabeled and Unordered RGB Images0
Data-efficient Hindsight Off-policy Option Learning0
Data-Efficient Learning for Sim-to-Real Robotic Grasping using Deep Point Cloud Prediction Networks0
DataPlatter: Boosting Robotic Manipulation Generalization with Minimal Costly Data0
Deformable Linear Object Surface Placement Using Elastica Planning and Local Shape Control0
DensePhysNet: Learning Dense Physical Object Representations via Multi-step Dynamic Interactions0
Dependable Neural Networks for Safety Critical Tasks0
DiffGen: Robot Demonstration Generation via Differentiable Physics Simulation, Differentiable Rendering, and Vision-Language Model0
DiMSam: Diffusion Models as Samplers for Task and Motion Planning under Partial Observability0
DINOBot: Robot Manipulation via Retrieval and Alignment with Vision Foundation Models0
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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