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Papers Benchmarks Datasets Tasks

Sophia-bench dataset and benchmarks · SOTA2 Research

Research Datasets

Sophia-bench

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Citation-based retrieval

SOPHIA-BENCH ai_feat query v1 (test)

57.7Recall@10 (XY)

7

Citation-based retrieval

SOPHIA-BENCH tacd query v1 (test)

58.2R@10 (XY)

7

Patent Retrieval

Sophia-bench ai_feat

91.3InScope @10 (Section)

7

Patent Retrieval

Sophia-bench (tacd)

91.5InScope @10 (Section)

7

Popular tasks

Patent Retrieval Citation-based retrieval

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