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Papers Benchmarks Datasets Tasks

PUBG dataset and benchmarks · SOTA2 Research

Research Datasets

PUBG

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Event Sequence Forecasting

PUBG (test)

0.02Wasserstein Distance

13

Event count prediction

PUBG (test)

0.4MARE

11

Unconditional generation of event sequences

PUBG (test)

1.3MMD

11

Density estimation

PUBG (test)

0.03MMD

10

Forecasting Temporal Point Processes

PUBG (test)

1.2Sequence Distance (L2)

8

One-step-ahead forecasting

PUBG (test)

0.6MSE

7

Event Sequence Generation

PUBG

0.99Runtime (s)

6

PUBG (test)

0.45Count MAPE (%)

4

Popular tasks

Density Estimation Forecasting Event Sequence Forecasting One-step-ahead forecasting Unconditional generation of event sequences

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