SOTAVerified

Robot Manipulation

Papers

Showing 276300 of 430 papers

TitleStatusHype
Planning with Noisy Probabilistic Relational Rules0
Contour Primitive of Interest Extraction Network Based on One-Shot Learning for Object-Agnostic Vision Measurement0
Policy Adaptation via Language Optimization: Decomposing Tasks for Few-Shot Imitation0
Policy Architectures for Compositional Generalization in Control0
Prediction with Action: Visual Policy Learning via Joint Denoising Process0
Primitive Skill-based Robot Learning from Human Evaluative Feedback0
Quantifying Teaching Behaviour in Robot Learning from Demonstration0
Quantization-Aware Imitation-Learning for Resource-Efficient Robotic Control0
R2-Diff: Denoising by diffusion as a refinement of retrieved motion for image-based motion prediction0
Contact Energy Based Hindsight Experience Prioritization0
Realtime Simulation of Thin-Shell Deformable Materials using CNN-Based Mesh Embedding0
ReBot: Scaling Robot Learning with Real-to-Sim-to-Real Robotic Video Synthesis0
Bridging Visual Perception with Contextual Semantics for Understanding Robot Manipulation Tasks0
Exploiting Radiance Fields for Grasp Generation on Novel Synthetic Views0
Reinforcement learning with Demonstrations from Mismatched Task under Sparse Reward0
Reinforcement Learning without Ground-Truth State0
Constrained Motion Planning Networks X0
REMAC: Self-Reflective and Self-Evolving Multi-Agent Collaboration for Long-Horizon Robot Manipulation0
COMBO-Grasp: Learning Constraint-Based Manipulation for Bimanual Occluded Grasping0
Rethinking Latent Redundancy in Behavior Cloning: An Information Bottleneck Approach for Robot Manipulation0
Rethinking the Intermediate Features in Adversarial Attacks: Misleading Robotic Models via Adversarial Distillation0
Review on 6D Object Pose Estimation with the focus on Indoor Scene Understanding0
Combining Planning and Diffusion for Mobility with Unknown Dynamics0
RH20T: A Comprehensive Robotic Dataset for Learning Diverse Skills in One-Shot0
RiEMann: Near Real-Time SE(3)-Equivariant Robot Manipulation without Point Cloud Segmentation0
Show:102550
← PrevPage 12 of 18Next →

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