Struct VisualNERMetrics

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pub struct VisualNERMetrics {Show 16 fields
    pub text_precision: f64,
    pub text_recall: f64,
    pub text_f1: f64,
    pub mean_iou: f64,
    pub box_precision: f64,
    pub box_recall: f64,
    pub box_f1: f64,
    pub e2e_precision: f64,
    pub e2e_recall: f64,
    pub e2e_f1: f64,
    pub per_type: HashMap<String, VisualTypeMetrics>,
    pub num_predicted: usize,
    pub num_gold: usize,
    pub text_matches: usize,
    pub box_matches: usize,
    pub e2e_matches: usize,
}

Expand description

Visual NER evaluation metrics.

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§text_precision: f64

Text-only precision

§text_recall: f64

Text-only recall

§text_f1: f64

Text-only F1

§mean_iou: f64

Mean IoU across matched boxes

§box_precision: f64

Box precision (boxes above IoU threshold)

§box_recall: f64

Box recall

§box_f1: f64

Box F1

§e2e_precision: f64

End-to-end precision

§e2e_recall: f64

End-to-end recall

§e2e_f1: f64

End-to-end F1

§per_type: HashMap<String, VisualTypeMetrics>

Metrics per entity type

§num_predicted: usize

Number of predicted entities

§num_gold: usize

Number of gold entities

§text_matches: usize

Text matches

§box_matches: usize

Box matches (IoU >= threshold)

§e2e_matches: usize

End-to-end matches (text AND box)

Trait Implementations§

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impl Clone for VisualNERMetrics

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fn clone(&self) -> VisualNERMetrics

Returns a duplicate of the value. Read more

1.0.0 (const: unstable) · Source§

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source. Read more

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impl Debug for VisualNERMetrics

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fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter. Read more

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impl<'de> Deserialize<'de> for VisualNERMetrics

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fn deserialize<D>(deserializer: D) -> Result<Self, D::Error>
where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer. Read more

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impl Serialize for VisualNERMetrics

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fn serialize<S>(&self, serializer: S) -> Result<S::Ok, S::Error>
where S: Serializer,

Serialize this value into the given Serde serializer. Read more

Auto Trait Implementations§

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impl UnwindSafe for VisualNERMetrics

Blanket Implementations§

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impl<T> Any for T
where T: 'static + ?Sized,

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fn type_id(&self) -> TypeId

Gets the TypeId of self. Read more

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impl<T> Borrow<T> for T
where T: ?Sized,

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fn borrow(&self) -> &T

Immutably borrows from an owned value. Read more

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impl<T> BorrowMut<T> for T
where T: ?Sized,

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fn borrow_mut(&mut self) -> &mut T

Mutably borrows from an owned value. Read more

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impl<T> CloneToUninit for T
where T: Clone,

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unsafe fn clone_to_uninit(&self, dest: *mut u8)

🔬This is a nightly-only experimental API. (clone_to_uninit)

Performs copy-assignment from self to dest. Read more

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impl<T> DeserializeOwned for T
where T: for<'de> Deserialize<'de>,

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impl<T> ErasedDestructor for T
where T: 'static,

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impl<T> From<T> for T

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fn from(t: T) -> T

Returns the argument unchanged.

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impl<T> Instrument for T

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fn instrument(self, span: Span) -> Instrumented<Self>

Instruments this type with the provided Span, returning an Instrumented wrapper. Read more

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fn in_current_span(self) -> Instrumented<Self>

Instruments this type with the current Span, returning an Instrumented wrapper. Read more

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impl<T, U> Into for T
where U: From<T>,

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fn into(self) -> U

Calls U::from(self).

That is, this conversion is whatever the implementation of From<T> for U chooses to do.

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impl<T> IntoEither for T

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fn into_either(self, into_left: bool) -> Either<Self, Self>

Converts self into a Left variant of Either<Self, Self> if into_left is true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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fn into_either_with<F>(self, into_left: F) -> Either<Self, Self>
where F: FnOnce(&Self) -> bool,

Converts self into a Left variant of Either<Self, Self> if into_left(&self) returns true. Converts self into a Right variant of Either<Self, Self> otherwise. Read more

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