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Papers Benchmarks Datasets Tasks

FACET dataset and benchmarks · SOTA2 Research

Research Datasets

FACET

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Social Debiasing

FACET Out-of-Domain

0.417MS

32

Image Classification

FACET

70.8Macro F1

27

Multimodal Retrieval-Augmented Generation

FACET

92.58Accuracy

22

Social fairness evaluation

FACET (test)

92.58Accuracy

22

Multi-class Classification

FACET

56.37Accuracy

18

Multi-class Classification

FACET (test)

56.37Accuracy

15

Object Detection

FACET (IID client shards)

70.13Overall mAP

8

Zero-shot classification

FACET

56.61Mean Accuracy

6

Social Bias Evaluation

FACET

0.443MS Score

4

Popular tasks

Multi-class classification Object Detection Image Classification Zero-shot Classification Social Debiasing

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