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ResearchFormerly WizWand

VariErr

Benchmarks

TaskDatasetSOTA 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