SOTAVerified

Robot Manipulation

Papers

Showing 326350 of 430 papers

TitleStatusHype
Introspective Visuomotor Control: Exploiting Uncertainty in Deep Visuomotor Control for Failure Recovery0
Graph Inverse Reinforcement Learning from Diverse Videos0
IRIS: Implicit Reinforcement without Interaction at Scale for Learning Control from Offline Robot Manipulation Data0
Is Single-View Mesh Reconstruction Ready for Robotics?0
Is Your Imitation Learning Policy Better than Mine? Policy Comparison with Near-Optimal Stopping0
Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data0
Language-Guided Adaptive Perception for Efficient Grounded Communication with Robotic Manipulators in Cluttered Environments0
Latent Weight Diffusion: Generating reactive policies instead of trajectories0
Learning a Universal Human Prior for Dexterous Manipulation from Human Preference0
Think Small, Act Big: Primitive Prompt Learning for Lifelong Robot Manipulation0
Toward Abstraction from Multi-modal Data: Empirical Studies on Multiple Time-scale Recurrent Models0
Towards a Framework for Changing-Contact Robot Manipulation0
Towards Generalizable Zero-Shot Manipulation via Translating Human Interaction Plans0
Towards More Generalizable One-shot Visual Imitation Learning0
Towards Synergistic, Generalized, and Efficient Dual-System for Robotic Manipulation0
TraceVLA: Visual Trace Prompting Enhances Spatial-Temporal Awareness for Generalist Robotic Policies0
Track2Act: Predicting Point Tracks from Internet Videos enables Generalizable Robot Manipulation0
Training Robots without Robots: Deep Imitation Learning for Master-to-Robot Policy Transfer0
Trajectory Adaptation using Large Language Models0
Transformer-based deep imitation learning for dual-arm robot manipulation0
Translating Natural Language Instructions to Computer Programs for Robot Manipulation0
TRL: Discriminative Hints for Scalable Reverse Curriculum Learning0
Two by Two: Learning Multi-Task Pairwise Objects Assembly for Generalizable Robot Manipulation0
Under Pressure: Learning to Detect Slip with Barometric Tactile Sensors0
Untangling Dense Non-Planar Knots by Learning Manipulation Features and Recovery Policies0
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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