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Papers Benchmarks Datasets Tasks

MiniHack dataset and benchmarks · SOTA2 Research

Research Datasets

MiniHack

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Reinforcement Learning

MiniHack Corridor-5

1Mean Return

24

Agentic Task Success

MiniHack

20Success Rate

12

Agent Environment Navigation

MiniHack

100Success Rate (Room)

7

Multi-task Reinforcement Learning

Minihack Room

78Success Rate

6

Hierarchical Planning

Minihack WoD

4,176Token Cost

6

Hierarchical Planning

Minihack Monster

0Token Cost

6

Hierarchical Planning

Minihack-Traps

0Token Cost

6

Hierarchical Planning

Minihack 15x15

0Token Cost

6

Hierarchical Planning

Minihack 5x5

1,115Token Cost

6

Reinforcement Learning

MiniHack

1River Score

4

World Model Prediction

MiniHack

1,021.2Average Imagination MSE

2

MiniHack

35.29RPI (%)

1

Popular tasks

Hierarchical Planning Reinforcement Learning Multi-task reinforcement learning Exploration Agentic Task Success

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