OpenCodePapers

robot-manipulation-on-libero-90

RoboticsRobot Manipulation
Dataset Link
Results over time
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Leaderboard
PaperCodeSuccess RateModelNameReleaseDate
Mimic Intent, Not Just Trajectories✓ Link98.7MINT-4B2026-03-28
GeoVLA: Empowering 3D Representations in Vision-Language-Action Models97.7GeoVLA2025-08-12
Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation✓ Link97.0LaMem-VLA2026-07-08
Knowledge Insulating Vision-Language-Action Models: Train Fast, Run Fast, Generalize Better96.0Knowledge-Insulated VLA (from generalist model)2025-05-29
MemoryVLA: Perceptual-Cognitive Memory in Vision-Language-Action Models for Robotic Manipulation95.6MemoryVLA2025-08-26
Efficient Diffusion Transformer Policies with Mixture of Expert Denoisers for Multitask Learning✓ Link95.0MoDE (extra data)2024-12-17
TRM-VLA: Temporal-Aware Chain-of-Thought Reasoning and Memorization for Vision-Language-Action Models94.8TRM-VLA2026-06-03
Interactive Post-Training for Vision-Language-Action Models✓ Link94.3QueST + RIPT2025-05-22
DiffuView: Multi-View Diffusion Pretraining for 3D Aware Robotic Manipulation92.5DiffuView2026-06-03
Understanding the Impact of Geometric Foundation Models on Vision-Language-Action Models91.1Late Fusion2026-05-23
Training Strategies for Efficient Embodied Reasoning90.8Full ECoT2025-05-13
VQ-VLA: Improving Vision-Language-Action Models via Scaling Vector-Quantized Action Tokenizers✓ Link86.61VQ-VLA (VQO+L+M)2025-07-01
DynaFLIP: Rethinking Robotics Perception via Tri-Modal-Dynamics Guided Representation78.1DynaFLIP (LoRA fine-tuned diffusion policy)2026-05-28