SOTAVerified

Robot Manipulation

Papers

Showing 301325 of 430 papers

TitleStatusHype
Generalizing Successor Features to continuous domains for Multi-task Learning0
Generate Subgoal Images before Act: Unlocking the Chain-of-Thought Reasoning in Diffusion Model for Robot Manipulation with Multimodal Prompts0
Generative predecessor models for sample-efficient imitation learning0
Geometry-aware 4D Video Generation for Robot Manipulation0
GPT-4V(ision) for Robotics: Multimodal Task Planning from Human Demonstration0
GR-2: A Generative Video-Language-Action Model with Web-Scale Knowledge for Robot Manipulation0
Grasp Diffusion Network: Learning Grasp Generators from Partial Point Clouds with Diffusion Models in SO(3)xR30
GRIP: Generative Robust Inference and Perception for Semantic Robot Manipulation in Adversarial Environments0
Grounding Language Plans in Demonstrations Through Counterfactual Perturbations0
HACMan++: Spatially-Grounded Motion Primitives for Manipulation0
HACTS: a Human-As-Copilot Teleoperation System for Robot Learning0
HAMSTER: Hierarchical Action Models For Open-World Robot Manipulation0
Hand-Object Contact Consistency Reasoning for Human Grasps Generation0
Hand-Object Interaction Pretraining from Videos0
Human-Agent Joint Learning for Efficient Robot Manipulation Skill Acquisition0
Human-in-the-Loop Imitation Learning using Remote Teleoperation0
Human-oriented Representation Learning for Robotic Manipulation0
An Attention Transfer Model for Human-Assisted Failure Avoidance in Robot Manipulations0
Hypothesis-based Belief Planning for Dexterous Grasping0
ImageManip: Image-based Robotic Manipulation with Affordance-guided Next View Selection0
Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models0
Imitating Task and Motion Planning with Visuomotor Transformers0
Improved Learning of Robot Manipulation Tasks via Tactile Intrinsic Motivation0
Incentivizing Multimodal Reasoning in Large Models for Direct Robot Manipulation0
InteRACT: Transformer Models for Human Intent Prediction Conditioned on Robot Actions0
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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