SOTAVerified

Robot Manipulation

Papers

Showing 201225 of 430 papers

TitleStatusHype
Contact Energy Based Hindsight Experience Prioritization0
Towards Generalizable Zero-Shot Manipulation via Translating Human Interaction Plans0
InteRACT: Transformer Models for Human Intent Prediction Conditioned on Robot Actions0
GPT-4V(ision) for Robotics: Multimodal Task Planning from Human Demonstration0
An Embodied Generalist Agent in 3D WorldCode2
Distilling and Retrieving Generalizable Knowledge for Robot Manipulation via Language CorrectionsCode1
SMORE: Score Models for Offline Goal-Conditioned Reinforcement Learning0
LOTUS: Continual Imitation Learning for Robot Manipulation Through Unsupervised Skill Discovery0
Vision-Language Foundation Models as Effective Robot Imitators0
6-DoF Stability Field via Diffusion Models0
Robot Fine-Tuning Made Easy: Pre-Training Rewards and Policies for Autonomous Real-World Reinforcement Learning0
ManiCast: Collaborative Manipulation with Cost-Aware Human Forecasting0
Mastering Robot Manipulation with Multimodal Prompts through Pretraining and Multi-task Fine-tuning0
ImageManip: Image-based Robotic Manipulation with Affordance-guided Next View Selection0
RoboCLIP: One Demonstration is Enough to Learn Robot PoliciesCode1
Human-oriented Representation Learning for Robotic Manipulation0
Robot Fleet Learning via Policy MergingCode1
GAMMA: Generalizable Articulation Modeling and Manipulation for Articulated ObjectsCode1
PolarNet: 3D Point Clouds for Language-Guided Robotic ManipulationCode1
MoDem-V2: Visuo-Motor World Models for Real-World Robot Manipulation0
RoboAgent: Generalization and Efficiency in Robot Manipulation via Semantic Augmentations and Action Chunking0
RoboTAP: Tracking Arbitrary Points for Few-Shot Visual Imitation0
Language Reward Modulation for Pretraining Reinforcement LearningCode1
Multimodal Pretrained Models for Verifiable Sequential Decision-Making: Planning, Grounding, and Perception0
Exploring Visual Pre-training for Robot Manipulation: Datasets, Models and Methods0
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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