Lightning-AI/torchmetrics
Torchmetrics - Machine learning metrics for distributed, scalable PyTorch applications.
PythonApache-2.0
Pinned issues
Issues
- 2
Maybe a new patch release?
#2734 opened by ioangatop - 2
MeanIoU and GeneralizedDiceScore doesn't work properly with index tensors when `per_class=True`
#2741 opened by PRFina - 0
- 2
Broken "source" link on torchmetrics.Metric
#2739 opened by michael-s-crouch - 5
segmentation.MeanIoU is wrong
#2558 opened by nrudakov - 1
- 2
BERT score: maximum at self-comparison, symmetry, invariance to additional items
#2728 opened by GPPassos - 2
`zero_division` does not work for binary IoU (Jaccard index) calculation and returns NaN
#2658 opened by jinggqu - 7
Cloning `MultitaskWrapper` with postfix parameters results in incorrect dictionary
#2656 opened by Buzzeitor30 - 4
SSIM calculation mistake.
#2718 opened by petertheprocess - 1
- 4
`log_dict` to support `ClasswiseWrapper`
#2683 opened by robmarkcole - 3
`FrechetInceptionDistance` hangs when used with multiple devices in PytorchLightning
#2684 opened by will-rice - 4
truncation cause error while using `bert_score`
#2673 opened by zhoubay - 1
LightningModule attribute as a list of torchmetrics Metric gives error with DDP
#2707 opened by shenoynikhil - 6
procrustes alignment
#2691 opened by heth27 - 2
`higher_is_better` for `InfoLM` should change depending on `information_measure`
#2659 opened by grahamannett - 3
- 2
- 2
- 1
- 2
- 1
Support equivalent of torcheval's `merge_state`
#2643 opened by ytang137 - 4
Clarify that nan is supported in zero_division
#2535 opened by robmarkcole - 3
GPL 2.0 License detected in `functional/text/chrf.py`
#2665 opened by kkoehncke - 2
f-string should be used in exception
#2657 opened by trianta2 - 3
Accuracy incurs a GPU/CPU sync point
#2638 opened by ndrwrbgs - 1
- 2
Need higher level RAG metrics
#2598 opened by devinbost - 1
- 6
- 2
- 1
Multiple threshold for Multilabel metrics
#2612 opened by ding3820 - 1
Multi output functionality for MeanAbsoluteError
#2604 opened by Astraightrain - 2
The compute_groups may lead to unexpected behavior
#2596 opened by YicunDuanUMich - 5
Cannot import the "clustering" module
#2621 opened by Sinjini15 - 3
- 1
`MeanAveragePrecision.tm_to_coco` example fails with `IndexError: list index out of range`
#2587 opened by robmarkcole - 4
DataLoader worker is killed in Docker
#2559 opened by karwojan - 2
`intersection_over_union` error
#2534 opened by bennymi - 1
Incorrect caching (`m._compute`) of metrics inside a `MetricCollection` if `compute_groups` are used and `.compute` is called twice
#2570 opened by relativityhd - 0
BootStrapper.reset() does not reset properly
#2556 opened by markussteindl - 1
Error for index tensor verification in GeneralizedDice if target is zeros
#2563 opened by juliendenize - 1
Documentation of ERGAS
#2561 opened by Mdmdma - 3
- 8
torchmetrics Accuracy
#2555 opened by Antoine101 - 1
Support for DLM (AIM) metric
#2562 opened by saswat0 - 0
Unpredictable class order when `panoptic_quality(..., return_per_class=True)`
#2547 opened by i-aki-y - 2
Binary Classification Expected Calibration Error
#2519 opened by Orange2107 - 1
Ordinal classification metrics
#2509 opened by Zhylkaaa