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Papers Benchmarks Datasets Tasks

Random dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

Random

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Transfer Learning (ct ← bp)

Random (Split)

15.63RMSE

4

Transfer Learning (dk ← ef)

Random Split

0.385RMSE

4

Transfer Learning (vs ← bp)

Random Split

0.545RMSE

4

Transfer Learning (pol ← ds)

Random Split

0.26RMSE

4

Transfer Learning (ds ← lp)

Random Split

0.411RMSE

4

Transfer Learning (vs ← hv)

Random Split

0.562RMSE

4

Transfer Learning (hv ← vs)

Random Split

0.915RMSE

4

Transfer Learning (hv ← ds)

Random Split

0.932RMSE

4

Multi-Agent Path Finding

random 41 robots complete instances

0Nodes Expanded

3

Multi-Agent Pathfinding

random 41 robots

100Increment Found Rate

1

Persistent Homology Computation

random16

6.73Max Memory (MB)

1

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Popular tasks

Adversarial Attack Multi-Agent Path Finding Multi-Agent Path Finding (MAPF)RO reformulation Compression Capacity

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