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Pacman dataset and benchmarks · SOTA2 Research

Research Datasets

Pacman

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Goal Prediction

Pacman OOD

93.3Classification Accuracy

15

Goal Prediction

Pacman ID

100Classification Accuracy

15

Backdoor Attack on Reinforcement Learning

Pacman Discrete (evaluation)

628.7Backdoor Rate (BR)

5

Reinforcement Learning

Pacman

10,000Average Reward

4

Image Generation Fidelity

Pacman free-response (OOD)

0.845Visual Reward

3

Value Iteration

pacman

2Iterations

2

MDP Policy Reachability

Pacman

47.2State Coverage

1

Popular tasks

Goal prediction Reinforcement Learning Backdoor Attack on Reinforcement Learning Value Iteration MDP Policy Reachability

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