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Pacman

Benchmarks

TaskDatasetSOTA 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