SOTAVerified

Robot Manipulation

Papers

Showing 176200 of 430 papers

TitleStatusHype
LEMMA: Learning Language-Conditioned Multi-Robot Manipulation0
LODGE: Joint Hierarchical Task Planning and Learning of Domain Models with Grounded Execution0
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
Deformable Linear Object Surface Placement Using Elastica Planning and Local Shape Control0
Learning to Transfer Human Hand Skills for Robot Manipulations0
Incentivizing Multimodal Reasoning in Large Models for Direct Robot Manipulation0
Beyond Sight: Finetuning Generalist Robot Policies with Heterogeneous Sensors via Language Grounding0
Learning Universal Policies via Text-Guided Video Generation0
Latent Weight Diffusion: Generating reactive policies instead of trajectories0
Improved Learning of Robot Manipulation Tasks via Tactile Intrinsic Motivation0
Benchmarking Robot Manipulation with the Rubik's Cube0
Imitating Task and Motion Planning with Visuomotor Transformers0
Demonstrating Multi-Suction Item Picking at Scale via Multi-Modal Learning of Pick Success0
Learning User-Preferred Mappings for Intuitive Robot Control0
Learning from Demonstration with Weakly Supervised Disentanglement0
Learning Functionally Decomposed Hierarchies for Continuous Control Tasks with Path Planning0
DINOBot: Robot Manipulation via Retrieval and Alignment with Vision Foundation Models0
Learning Neural Implicit Functions as Object Representations for Robotic Manipulation0
Imagined Value Gradients: Model-Based Policy Optimization with Transferable Latent Dynamics Models0
ImageManip: Image-based Robotic Manipulation with Affordance-guided Next View Selection0
DataPlatter: Boosting Robotic Manipulation Generalization with Minimal Costly Data0
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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