OpenCodePapers

robot-manipulation-on-calvin-abcd-to-d

RoboticsRobot Manipulation
Dataset Link
Results over time
Click legend items to toggle metrics. Hover points for model names.
Leaderboard
PaperCodeAverage LengthModelNameReleaseDate
Xiaomi-Robotics-0: An Open-Sourced Vision-Language-Action Model with Real-Time Execution✓ Link4.80Xiaomi-Robotics-0 (CALVIN ABCD→D)2026-02-13
FLOWER: Democratizing Generalist Robot Policies with Efficient Vision-Language-Action Flow Policies✓ Link4.67FLOWER (ABCD→D, PrT)2025-09-05
Unified Diffusion VLA: Vision-Language-Action Model via Joint Discrete Denoising Diffusion Process✓ Link4.64UD-VLA2025-11-03
Unified Vision-Language-Action Model✓ Link4.63UniVLA (CALVIN ABCD→D)2025-06-24
Mimic Intent, Not Just Trajectories✓ Link4.58MINT-4B (CALVIN ABCD→D)2026-03-28
StreamPI: Streaming Multimodal Temporal Modeling for Vision-Language-Action Models✓ Link4.547StreamPI (T=5)2026-08-26
Fast-dVLA: Accelerating Discrete Diffusion VLA to Real-Time Performance4.54Fast-dVLA2026-03-26
Chain of World: World Model Thinking in Latent Motion✓ Link4.473Chain of World (CALVIN ABCD→D)2026-03-03
UP-VLA: A Unified Understanding and Prediction Model for Embodied Agent✓ Link4.42UP-VLA2025-01-31
ReconVLA: Reconstructive Vision-Language-Action Model as Effective Robot Perceiver✓ Link4.23ReconVLA (CALVIN ABCD→D)2025-08-14
DeeR-VLA: Dynamic Inference of Multimodal Large Language Models for Efficient Robot Execution✓ Link4.13DeeR w. online (CALVIN ABCD→D)2024-11-04
VLAS: Vision-Language-Action Model with Speech Instructions for Customized Robot Manipulation3.74VLAS (text, CALVIN ABCD/D)2025-02-19
Accelerating Vision-Language-Action Model Integrated with Action Chunking via Parallel Decoding3.54PD-VLA (CALVIN ABCD→D)2025-03-04