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Retrieval metrics crash or use excessive memory with high-valued query indexes

bug / fixSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#3290 In Lightning-AI/torchmetrics;

· ramon-adalia-lmd opened on Oct 15, 2025

Incorrect threshold indices in <code>_binary_clf_curve</code> due to <code>F.pad</code> on mps

bug / fixSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#3289 In Lightning-AI/torchmetrics;

· ashwinvaidya17 opened on Oct 13, 2025

<code>UserWarning</code> while using logAUC

bug / fixSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#3278 In Lightning-AI/torchmetrics;

· VijayVignesh1 opened on Sep 30, 2025

Deprecation Warning in raised when calling <code>gather_all_tensors</code>

bug / fixSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#3275 In Lightning-AI/torchmetrics;

· KyleMylonakisProtopia opened on Sep 24, 2025

BinaryAccuracy supports weight parameter

enhancementNew feature or requestNew feature or request

Status: Open.

#3274 In Lightning-AI/torchmetrics;

· WhoisZihan opened on Sep 23, 2025

<code>BinaryAccuracy</code> (and similar metrics) incorrectly assumes logits between [0,1] are confidences/probabilities

bug / fixSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#3269 In Lightning-AI/torchmetrics;

· golmschenk opened on Sep 22, 2025

LPIPS turn slow during training

bug / fixSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#3267 In Lightning-AI/torchmetrics;

· amcs-echo-0 opened on Sep 18, 2025

Intersection Over Union (IoU) should support Shape N x C_1 x C_2 x ... x C_n

bug / fixSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#3262 In Lightning-AI/torchmetrics;

· Shoumik-Gandre opened on Sep 13, 2025

zero_division defined in docstring but doesn't exist in segmentation.DiceScore

documentationImprovements or additions to documentationImprovements or additions to documentation

Status: Open.

#3258 In Lightning-AI/torchmetrics;

· DWhettam opened on Sep 9, 2025

Add Vendi Score and Memorization metrics for generative model evaluation

enhancementNew feature or requestNew feature or request

Status: Open.

#3233 In Lightning-AI/torchmetrics;

· jdipalma2 opened on Aug 26, 2025

MeanAveragePrecision for custom area definitions

enhancementNew feature or requestNew feature or request

Status: Open.

#3231 In Lightning-AI/torchmetrics;

· chuber1986 opened on Aug 19, 2025

<code>retrieval_normalized_dcg</code> should compute per-query average when given 2D inputs (IR-standard behavior)

bug / fixSomething isn't workingSomething isn't working

help wantedExtra attention is neededExtra attention is needed

Status: Open.

#3216 In Lightning-AI/torchmetrics;

· rintaro121 opened on Aug 10, 2025