SOTAVerified

Robot Manipulation

Papers

Showing 151175 of 430 papers

TitleStatusHype
A Taxonomy for Evaluating Generalist Robot Policies0
0/1 Deep Neural Networks via Block Coordinate Descent0
DisCo RL: Distribution-Conditioned Reinforcement Learning for General-Purpose Policies0
DINOBot: Robot Manipulation via Retrieval and Alignment with Vision Foundation Models0
BridgeVLA: Input-Output Alignment for Efficient 3D Manipulation Learning with Vision-Language Models0
DiMSam: Diffusion Models as Samplers for Task and Motion Planning under Partial Observability0
Adversarial Skill Chaining for Long-Horizon Robot Manipulation via Terminal State Regularization0
Latent Weight Diffusion: Generating reactive policies instead of trajectories0
Learning by Watching: Physical Imitation of Manipulation Skills from Human Videos0
DiffGen: Robot Demonstration Generation via Differentiable Physics Simulation, Differentiable Rendering, and Vision-Language Model0
Bottom-Up Skill Discovery from Unsegmented Demonstrations for Long-Horizon Robot Manipulation0
Adversarially Regularized Policy Learning Guided by Trajectory Optimization0
Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data0
Bi-Manual Joint Camera Calibration and Scene Representation0
Dependable Neural Networks for Safety Critical Tasks0
A Data-Efficient Deep Learning Approach for Deployable Multimodal Social Robots0
DensePhysNet: Learning Dense Physical Object Representations via Multi-step Dynamic Interactions0
Bias-reduced Multi-step Hindsight Experience Replay for Efficient Multi-goal Reinforcement Learning0
3D-MVP: 3D Multiview Pretraining for Manipulation0
Language-Guided Adaptive Perception for Efficient Grounded Communication with Robotic Manipulators in Cluttered Environments0
Deformable Linear Object Surface Placement Using Elastica Planning and Local Shape Control0
IRIS: Implicit Reinforcement without Interaction at Scale for Learning Control from Offline Robot Manipulation Data0
Incentivizing Multimodal Reasoning in Large Models for Direct Robot Manipulation0
Beyond Sight: Finetuning Generalist Robot Policies with Heterogeneous Sensors via Language Grounding0
Is Single-View Mesh Reconstruction Ready for Robotics?0
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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