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Issues: Lightning-AI/torchmetrics

Create gallery of realistic examples
#2438 opened Mar 7, 2024 by Borda
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72 Open 818 Closed
72 Open 818 Closed
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Issues list

RetrievalRecall and RetrievalMRR seem to function differently for world_size > 1 and top_k=1 bug / fix Something isn't working help wanted Extra attention is needed v1.4.x
#2852 opened Nov 29, 2024 by AdrianM0
3
DiceScore(average="weighted") produces scores bigger than 1.0 bug / fix Something isn't working help wanted Extra attention is needed v1.6.x
#2851 opened Nov 29, 2024 by nkaenzig
@SkafteNicki
DiceScore yields 1.0 scores when using average="none" for samples where class is not present bug / fix Something isn't working help wanted Extra attention is needed v1.6.x
#2850 opened Nov 29, 2024 by nkaenzig
Dice: The ignore_index 255 is not valid for inputs with 6 classes bug / fix Something isn't working help wanted Extra attention is needed v1.6.x
#2849 opened Nov 28, 2024 by robmarkcole
2
DiceScore(average="weighted") doesn't work when in same compute group within MetricCollection bug / fix Something isn't working help wanted Extra attention is needed
#2847 opened Nov 28, 2024 by nkaenzig
1
GeneralizedDiceScore yields 0 scores when using per_class=True for samples where class is not present bug / fix Something isn't working help wanted Extra attention is needed
#2846 opened Nov 28, 2024 by nkaenzig
@SkafteNicki
1
num_classes should not be required when using micro averaging bug / fix Something isn't working help wanted Extra attention is needed v1.6.x
#2837 opened Nov 13, 2024 by edmcman
1
@SkafteNicki
2
MathJax rendering difficult to read for dark mode bug / fix Something isn't working documentation Improvements or additions to documentation
#2831 opened Nov 10, 2024 by agkphysics
4
Reference Metric in multiclass pecision recall unittests provides wrong answer when ignore_index is specified with average = 'macro' bug / fix Something isn't working help wanted Extra attention is needed v1.5.x
#2828 opened Nov 5, 2024 by rittik9
1
How to find recall for each class using MeanAveragePrecision question Further information is requested
#2821 opened Nov 4, 2024 by shanalikhan
@SkafteNicki
4
[Bug] torchmetrics.functional.classification.binary_auroc gives wrong results when logits are large bug / fix Something isn't working help wanted Extra attention is needed v1.4.x
#2819 opened Nov 2, 2024 by zbingsong
1
Implement clustering accuracy enhancement New feature or request New metric
#2767 opened Oct 3, 2024 by moetayuko v1.6.0
1
@SkafteNicki
4
Segmentation IOU compute Ignore some tagged values that don't need to be recorded (such as 255) enhancement New feature or request
#2747 opened Sep 16, 2024 by woldier
1
BERT score: maximum at self-comparison, symmetry, invariance to additional items bug / fix Something isn't working help wanted Extra attention is needed v1.4.x
#2728 opened Sep 9, 2024 by GPPassos
@stancld
2
Make ignore_index work when all batch elements are to be ignored enhancement New feature or request
#2685 opened Aug 12, 2024 by fteufel
1
Retrieval metrics are misleading - here's how it should be done instead enhancement New feature or request
#2611 opened Jun 26, 2024 by devinbost v1.6.0
6
Need higher level RAG metrics enhancement New feature or request Important milestonish New metric
#2598 opened Jun 14, 2024 by devinbost future
2
Classification Report, maybe with the option to select even more metrics enhancement New feature or request help wanted Extra attention is needed
#2580 opened Jun 1, 2024 by rakro101
@rittik9
3
Support for DLM (AIM) metric enhancement New feature or request New metric
#2562 opened May 25, 2024 by saswat0 future
1
Clarify that nan is supported in zero_division documentation Improvements or additions to documentation enhancement New feature or request v1.3.x
#2535 opened May 12, 2024 by robmarkcole v1.3.x
@SkafteNicki
4
Ordinal classification metrics enhancement New feature or request New metric
#2509 opened Apr 18, 2024 by Zhylkaaa future
1
Discrepancy in optimal threshold calculation between sklearn and torchmetrics ROC implementations bug / fix Something isn't working v1.3.x
#2489 opened Apr 4, 2024 by vitalwarley
@SkafteNicki
3
[Bug] No backend type associated with device type cpu bug / fix Something isn't working help wanted Extra attention is needed v1.3.x
#2477 opened Mar 27, 2024 by rballeba
@SkafteNicki
11
Metric not moved to device and invalids the cpu-gpu offloading when combining with DeepSpeed bug / fix Something isn't working help wanted Extra attention is needed v1.3.x
#2473 opened Mar 26, 2024 by qingquansong
1
Contribution: Add new audio/speech metrics for generative audio enhancement New feature or request good first issue Good for newcomers New metric topic: Audio
#2464 opened Mar 20, 2024 by d-caviedes future
@d-caviedes
7
ProTip! Updated in the last three days: updated:>2024-11-28.