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UltraDomain dataset and benchmarks – Page 2 · SOTA2 Research

Research Datasets

UltraDomain

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Retrieval-Augmented Generation

UltraDomain 130-task

563Indexing Time (s)

3

Graph Retrieval-Augmented Generation

UltraDomain Mixed

86Comprehensiveness

3

Graph Retrieval-Augmented Generation

UltraDomain CS

86Comprehensiveness

3

Retrieval Augmented Generation

UltraDomain n=130 (all)

563Time (s)

2

Retrieval Augmented Generation

UltraDomain subset, n=20

36,606Time (s)

1

Retrieval Augmented Generation

UltraDomain multi-hop n=77

36.8F1 Score

1

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