CoolFace
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de-identification

vkatg /streaming-phi-deidentification-benchmark Streaming PHI De-Identification Benchmark Most PHI de-identification benchmarks evaluate a single document in isolation. That is not how clinical data actually moves. A patient's name appears in a clinical note, then in an ASR transcript ten minutes later, then in imaging metadata an hour after that. Each event looks low-risk on its own. The cumulative exposure across modalities is what creates re-identification risk. This dataset captures that. Every record is fully synthetic. It… See the full description on the dataset page: https://huggingface.co/datasets/vkatg/streaming-phi-deidentification-benchmark.documentn<1K0 likes148 downloads6mo agoHugging Faceducut91 /Judgement-De-Identification-Result법원 판결문 비식별 모델의 성능 결과입니다. SOTA 급 LLM을 활용한 법원 판결문 개인정보 비식별 성능(Few-shot 성능) 모델 정확도 재현율 F1 점수 GPT-4o(2024-08-06) 97.82 99.66 98.74 Qwen2.5-Max 96.46 95.83 96.14 DeepSeek-V3 98.73 98.92 98.81 Gemini-2.0-Flash 99.38 95.78 97.55 7~8B급 sLLM의 파인튜닝 전후 법원 판결문 개인정보 비식별 성능 모델 파인튜닝 전 파인튜닝 후 정확도 재현율 F1 점수 정확도 재현율 F1 점수 EXAONE-3.5-7.8B-Instruct 68.26 67.89 68.08 98.59 94.4896.49 Ministral-8B-Instruct-2410 35.6 4.33 7.72 99.07 98.32 98.70… See the full description on the dataset page: https://huggingface.co/datasets/ducut91/Judgement-De-Identification-Result.text1K<n<10K0 likes53 downloads2y agoHugging Facesinword /autotrain-data-face_de-identification AutoTrain Dataset for project: face_de-identification Dataset Description This dataset has been automatically processed by AutoTrain for project face_de-identification. Languages The BCP-47 code for the dataset's language is unk. Dataset Structure Data Instances A sample from this dataset looks as follows: [ { "image": "<250x250 RGB PIL image>", "target": 6 }, { "image": "<256x256 RGB PIL image>", "target": 3 }]… See the full description on the dataset page: https://huggingface.co/datasets/sinword/autotrain-data-face_de-identification.imageimage-classification1 likes27 downloads3y agoHugging Facedamonsalvatore123 /Deidentification-of-EHRtextn<1K0 likes25 downloads1mo agoHugging Faceirene93 /deidentification-chat-kotext1K<n<10K0 likes16 downloads2y agoHugging Faceirene93 /deidentification-chat-ko-v2text1K<n<10K0 likes11 downloads1y agoHugging Face