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Papers Benchmarks Datasets Tasks

Financial Performance Evaluation research benchmarks · SOTA2 Research

Financial Performance Evaluation

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

pfmt-bench fin-ja

Qwen3-14B-Base + CPT + SFT

8.455Average Score

8

Mar 4, 2026

Bull Market Rally 2024

Cognitive Text Encoder (CTE)

17.92Net Return

4

Feb 26, 2026

CSI 300 Phase 3 - Mature

34.48Annualized Return

1

Apr 14, 2026

CSI 300 Phase 2

13.55Annualized Return

1

Apr 14, 2026

CSI 300 Entire Study

17.98Annualized Return

1

Apr 14, 2026

CSI 300 Phase 1

—

—Primary metric

0

Apr 14, 2026

Popular datasets

CSI 300 Bull Market Rally pfmt-bench

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