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  1. README.md +3 -3
  2. benchmark.parquet +3 -0
  3. eval.yaml +39 -0
README.md CHANGED
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- ---
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- license: mit
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- ---
 
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+ # FTANch
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+
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+ A benchmark for evaluating the robustness of toxic content classifiers against various types of text distortions, mutations, and obfuscation.
benchmark.parquet ADDED
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+ version https://git-lfs.github.com/spec/v1
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+ oid sha256:f3dc0e9d41d54969d99067ca1069902dd5db46cbc81ab4331e3c614c4131c297
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+ size 4230818
eval.yaml ADDED
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+ id: ваш_юзернейм/имя_вашего_датасета # Замените на реальный ID репозитория
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+ name: "FTANch Offensive Language Benchmark"
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+ description: "A benchmark for evaluating the robustness of toxic content classifiers against various types of text distortions, mutations, and obfuscation"
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+
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+ primary_task: test
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+
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+ tasks:
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+ - id: overall
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+ name: "Overall"
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+ metrics: &standard_metrics
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+ - id: acc
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+ name: "Accuracy"
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+ higher_is_better: true
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+ - id: f1
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+ name: "F1-Score"
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+ higher_is_better: true
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+ - id: p
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+ name: "Precision"
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+ higher_is_better: true
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+ - id: r
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+ name: "Recall"
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+ higher_is_better: true
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+
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+ - id: test
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+ name: "Standard Test Split"
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+ metrics: *standard_metrics
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+
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+ - id: test_obfuscated
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+ name: "Obfuscated Test Split"
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+ metrics: *standard_metrics
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+
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+ - id: plain
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+ name: "Plain Text Split"
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+ metrics: *standard_metrics
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+
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+ - id: mutated
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+ name: "Mutated Text Split"
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+ metrics: *standard_metrics
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+