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DMLab dataset and benchmarks · SOTA2 Research

Research Datasets

DMLab

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Long-Context Video Prediction

DMLab 64x64

48FVD

12

Image Classification

DMLAB

18.7Top-1 Acc

12

Multi-task Reinforcement Learning

DMLab-30 (test)

72.8Mean Capped Human Score

8

Image Classification

Dmlab

58.6Balanced Accuracy

6

Image Classification

DMLab Synthetic

50Accuracy (Clean)

5

Discrete Action Prediction Generalization

DMLab Seek-Avoid (aggregate)

100P

4

Multi-task Reinforcement Learning

DMLab-30 Multi-task Standard

81.7Mean-Capped Human-Normalized Score

4

Image Classification

DMLab (test)

27.11-shot Accuracy

3

Multi-task Reinforcement Learning

DmLab-30 (train)

0.735Mean capped human normalised score

2

Popular tasks

Image Classification Multi-task reinforcement learning Long-Context Video Prediction Discrete Action Prediction Generalization

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