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Papers Benchmarks Datasets Tasks

HalLoc dataset and benchmarks · SOTA2 Research

Research Datasets

HalLoc

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Probability Calibration

HalLoc-Caption (test)

0.04Object ECE

12

Token-level hallucination detection

HalLoc Caption

66Object Precision

7

Token-level hallucination detection

HalLoc Instruct

94Object Precision

7

Token-level hallucination detection

HalLoc VQA

61Object Precision

7

Hallucination Localization

HalLoc (out-of-domain)

82Object Score

2

Popular tasks

Token-level hallucination detection Probability Calibration Hallucination Localization

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