SOTAVerified

Robot Manipulation

Papers

Showing 201225 of 430 papers

TitleStatusHype
Learning Sensorimotor Primitives of Sequential Manipulation Tasks from Visual Demonstrations0
Learning to Look: Seeking Information for Decision Making via Policy Factorization0
Learning to Recover from Plan Execution Errors during Robot Manipulation: A Neuro-symbolic Approach0
Learning to Transfer Human Hand Skills for Robot Manipulations0
Learning Universal Policies via Text-Guided Video Generation0
Learning User-Preferred Mappings for Intuitive Robot Control0
Learning Video-Conditioned Policies for Unseen Manipulation Tasks0
LEMMA: Learning Language-Conditioned Multi-Robot Manipulation0
Efficient and Robust Training of Dense Object Nets for Multi-Object Robot Manipulation0
Efficient and Interpretable Robot Manipulation with Graph Neural Networks0
LODGE: Joint Hierarchical Task Planning and Learning of Domain Models with Grounded Execution0
Long-Horizon Manipulation of Unknown Objects via Task and Motion Planning with Estimated Affordances0
LOTUS: Continual Imitation Learning for Robot Manipulation Through Unsupervised Skill Discovery0
Effective Tuning Strategies for Generalist Robot Manipulation Policies0
MADiff: Motion-Aware Mamba Diffusion Models for Hand Trajectory Prediction on Egocentric Videos0
Doing Right by Not Doing Wrong in Human-Robot Collaboration0
MaMiC: Macro and Micro Curriculum for Robotic Reinforcement Learning0
ManiCast: Collaborative Manipulation with Cost-Aware Human Forecasting0
ManipBench: Benchmarking Vision-Language Models for Low-Level Robot Manipulation0
ManipGPT: Is Affordance Segmentation by Large Vision Models Enough for Articulated Object Manipulation?0
ManipLLM: Embodied Multimodal Large Language Model for Object-Centric Robotic Manipulation0
Manipulate-Anything: Automating Real-World Robots using Vision-Language Models0
Visual-Policy Learning through Multi-Camera View to Single-Camera View Knowledge Distillation for Robot Manipulation Tasks0
DisCo RL: Distribution-Conditioned Reinforcement Learning for General-Purpose Policies0
ManiWAV: Learning Robot Manipulation from In-the-Wild Audio-Visual 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