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D_point dataset and benchmarks · SOTA2 Research

Research Datasets

D_point

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Ternary Research Idea Classification

D_point

73.73Accuracy (3 Class)

7

Binary Research Idea Classification

D_point NeurIPS25 and ICLR25

75.58Acc2

7

Research Idea Evaluation

D_point (randomly sampled 60 instances)

0.885Rationality Win Rate

5

Popular tasks

Research Idea Evaluation Binary Research Idea Classification Ternary Research Idea Classification

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