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Papers Benchmarks Datasets Tasks

VariErr dataset and benchmarks · SOTA2 Research

Research Datasets

VariErr

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Automatic Error Detection

VARIERR

7,474Error Count

14

Variation error identification and evaluation

VariErr (Expanded)

63.7Accuracy

14

Annotator Simulation

VariErr

63.8Label Accuracy

12

Human validation of generated explanations

VariErr 50-sample

46Make-Sense Rate

6

Explanation Generation

VariErr

0.084SFT (Mean Feature KL)

2

Popular tasks

Explanation Generation Annotator Simulation Variation error identification and evaluation Human validation of generated explanations Automatic Error Detection

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