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LlamaGen dataset and benchmarks · SOTA2 Research

Research Datasets

LlamaGen

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Provenance Tracing

LlamaGen

100TPR@1%FPR

35

Image Attribution Detection

LlamaGen generated images

100AUC

20

Class-to-Image Generation

LlamaGen-XL FID-50K

2.68FID-50K

11

LlamaGen

18,000Pre-training Time (hours)

4

Model Generation Identification

LlamaGen

100TPR@5%FPR (NM/G)

4

Image Attribution

LlamaGen

100NM/G AUC

4

Member vs Generated Inference

LlamaGen

100TPR@1%FPR (NM vs G)

4

Zero-bit Watermark Detection

LlamaGen

97.5TPR (JPEG)

3

Multi-bit Watermark Extraction

LlamaGen

96.8Bit Accuracy (JPEG)

1

Popular tasks

Attribution Class-to-image generation Image Attribution Zero-bit Watermark Detection Multi-bit Watermark Extraction

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