SOTAVerified

Robot Manipulation

Papers

Showing 226250 of 430 papers

TitleStatusHype
LEMMA: Learning Language-Conditioned Multi-Robot Manipulation0
RT-2: Vision-Language-Action Models Transfer Web Knowledge to Robotic ControlCode2
Primitive Skill-based Robot Learning from Human Evaluative Feedback0
YOLOPose V2: Understanding and Improving Transformer-based 6D Pose Estimation0
XSkill: Cross Embodiment Skill DiscoveryCode1
VoxPoser: Composable 3D Value Maps for Robotic Manipulation with Language ModelsCode2
RH20T: A Comprehensive Robotic Dataset for Learning Diverse Skills in One-Shot0
Act3D: 3D Feature Field Transformers for Multi-Task Robotic ManipulationCode2
MRHER: Model-based Relay Hindsight Experience Replay for Sequential Object Manipulation Tasks with Sparse RewardsCode1
SCENEREPLICA: Benchmarking Real-World Robot Manipulation by Creating Replicable ScenesCode1
RVT: Robotic View Transformer for 3D Object ManipulationCode2
DiMSam: Diffusion Models as Samplers for Task and Motion Planning under Partial Observability0
State-wise Constrained Policy OptimizationCode1
Surfer: Progressive Reasoning with World Models for Robotic Manipulation0
A Universal Semantic-Geometric Representation for Robotic ManipulationCode1
R2-Diff: Denoising by diffusion as a refinement of retrieved motion for image-based motion prediction0
On the Efficacy of 3D Point Cloud Reinforcement LearningCode1
Transferring Foundation Models for Generalizable Robotic Manipulation0
LIBERO: Benchmarking Knowledge Transfer for Lifelong Robot LearningCode3
AlphaBlock: Embodied Finetuning for Vision-Language Reasoning in Robot Manipulation0
Language-Conditioned Imitation Learning with Base Skill Priors under Unstructured Data0
Imitating Task and Motion Planning with Visuomotor Transformers0
GUARD: A Safe Reinforcement Learning BenchmarkCode1
FurnitureBench: Reproducible Real-World Benchmark for Long-Horizon Complex ManipulationCode2
Learning Video-Conditioned Policies for Unseen Manipulation Tasks0
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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