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Reasoning dataset and benchmarks · SOTA2 Research

Research Datasets

Reasoning

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Chain-of-Thought Reasoning

Reasoning Dataset

86.9Accuracy (Acc)

21

7 reasoning datasets

65.74Reasoning Accuracy

15

Reasoning

100Math Score

12

Reasoning BBH, GSM8k, MATH, Sciriff

79.65Accuracy

8

Natural Language Generation

Reasoning

74.23ROUGE-1

8

System Performance Evaluation

Reasoning

194.21Throughput

8

Visual Reasoning

Reasoning

72.2Average Score

5

Reasoning

0.76Spearman's Rho

5

Tokenizer compression

Reasoning

3.51Bits per Token

5

Zero-shot transfer attack

Reasoning

0.6Attack Success Rate (ASR)

4

Popular tasks

Reasoning Clustering Natural language generation Visual Reasoning System Performance Evaluation

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