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Papers Benchmarks Datasets Tasks

Standard Downstream Tasks dataset and benchmarks · SOTA2 Research

Research Datasets

Standard Downstream Tasks

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Zero/Few-shot Language Modeling

Standard Downstream Tasks (arc-c, arc-e, boolq, hellaswag, piqa, siqa, winogrande)

70.65ARC-C Accuracy

55

Zero-shot Reasoning and Question Answering

Standard Downstream Tasks PIQA, HellaSwag, Winogrande, ARC-Challenge, ARC-Easy

77.47PIQA Zero-Shot Accuracy

9

Language Understanding

Standard Downstream Tasks (ARC, COPA, BoolQ, PIQA, StoryCloze, RTE, MMLU)

49.57ARC (Challenge)

8

Popular tasks

Language Understanding Zero/Few-shot Language Modeling Zero-shot Reasoning and Question Answering

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