FACET
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Social Debiasing | FACET Out-of-Domain | MS0.417 | 32 | |
| Image Classification | FACET | Macro F170.8 | 27 | |
| Multimodal Retrieval-Augmented Generation | FACET | Accuracy92.58 | 22 | |
| Social fairness evaluation | FACET (test) | Accuracy92.58 | 22 | |
| Multi-class Classification | FACET | Accuracy56.37 | 18 | |
| Multi-class Classification | FACET (test) | Accuracy56.37 | 15 | |
| Object Detection | FACET (IID client shards) | Overall mAP70.13 | 8 | |
| Zero-shot classification | FACET | Mean Accuracy56.61 | 6 | |
| Social Bias Evaluation | FACET | MS Score0.443 | 4 |
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