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Papers Benchmarks Datasets Tasks

PhysMani-Bench dataset and benchmarks · SOTA2 Research

Research Datasets

PhysMani-Bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Robotic Manipulation

PhysMani-Bench High Speed

52.5Beat Buzz Success Rate (H)

7

Robotic Manipulation

PhysMani-Bench

45.9Mean Success Rate

7

Dynamic Object Manipulation

PhysMani-Bench

19Training Time (hours)

7

Future Frame Prediction

PhysMani-Bench next 1st frame

26.9PSNR

3

Future Frame Prediction

PhysMani-Bench next 10th frame

20PSNR

2

Future Frame Prediction

PhysMani-Bench next 5th frame

22.42PSNR

2

Popular tasks

Future Frame Prediction Robotic Manipulation Dynamic Object Manipulation

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