Paper Citation Record · LEDGER

OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

As of 21 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 37 inbound Pith citation observations for arXiv:2306.09301.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2306.09301 v5

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 37 of 37 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-21T06:32:19.484+00:00

measured 37 of 37 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:48:58.886066Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Reference resolution

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External citation measurements

19
arxiv_reference, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 5bd7c48c-76e4-47fc-a437-64529a6063a5 · inbound

Learning Structured Representations with Hyperbolic Embeddings cites this paper.

Learning Structured Representations with Hyperbolic Embeddings OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 106

Resolution: unresolved; no resolver link, observed 2026-08-12T04:51:40.802526Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3feb38-2cc0-49e5-9e70-e2a2cf228598 · inbound

Revisiting Energy-Based Model for Out-of-Distribution Detection cites this paper.

Revisiting Energy-Based Model for Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-11T22:55:22.782277Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 369f1861-ce4a-4976-9fcd-a0d18fcbbfd6 · inbound

ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection cites this paper.

ITP: Instance-Aware Test Pruning for Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 43

Resolution: unresolved; no resolver link, observed 2026-08-11T14:00:29.753042Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ebf8666-2f15-43cf-aaf1-8348f8194567 · inbound

Out-of-Distribution Detection with Prototypical Outlier Proxy cites this paper.

Out-of-Distribution Detection with Prototypical Outlier Proxy OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 50

Resolution: unresolved; no resolver link, observed 2026-08-11T06:06:46.282958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dcbb43e5-5e3c-456e-9a52-c6dfc0ffb338 · inbound

Safeguarding AI in Medical Imaging: Post-Hoc Out-of-Distribution Detection with Normalizing Flows cites this paper.

Safeguarding AI in Medical Imaging: Post-Hoc Out-of-Distribution Detection with Normalizing Flows OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-23T03:12:27.733637Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation edba299f-12ab-4fef-8d9f-dc6353c75c0d · inbound

TrustLoRA: Low-Rank Adaptation for Failure Detection under Out-of-distribution Data cites this paper.

TrustLoRA: Low-Rank Adaptation for Failure Detection under Out-of-distribution Data OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-16T11:48:58.886066Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation adddcc6a-2778-448b-817e-7def92d471c4 · inbound

Open Set Label Shift with Test Time Out-of-Distribution Reference cites this paper.

Open Set Label Shift with Test Time Out-of-Distribution Reference OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 64

Resolution: unresolved; no resolver link, observed 2026-08-15T23:00:27.004812Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 01e8dd0f-6fcb-428e-9d67-a19c3a62e25a · inbound

Balanced Hyperbolic Embeddings Are Natural Out-of-Distribution Detectors cites this paper.

Balanced Hyperbolic Embeddings Are Natural Out-of-Distribution Detectors OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:12.958137Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c6257834-1f6e-4fd1-828b-8ee3705d771a · inbound

DynaSubVAE: Adaptive Subgrouping for Scalable and Robust OOD Detection cites this paper.

DynaSubVAE: Adaptive Subgrouping for Scalable and Robust OOD Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-07T04:39:50.359294Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a52233f-a769-458c-b683-e1c5f016c098 · inbound

Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection cites this paper.

Synthesizing Near-Boundary OOD Samples for Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 42

Resolution: unresolved; no resolver link, observed 2026-08-06T17:42:55.762759Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 56af6222-df9c-4932-8157-1d0aba2c3a70 · inbound

Multi-Method Ensemble for Out-of-Distribution Detection cites this paper.

Multi-Method Ensemble for Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-05T14:25:13.852495Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8fd88459-e657-4802-8119-478b5ee4415e · inbound

Activation Subspaces for Out-of-Distribution Detection cites this paper.

Activation Subspaces for Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 63

Resolution: unresolved; no resolver link, observed 2026-08-05T14:08:15.179343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8d0d7d55-0a77-49ac-9560-435b6a1a8fc0 · inbound

DCV-ROOD Evaluation Framework: Dual Cross-Validation for Robust Out-of-Distribution Detection cites this paper.

DCV-ROOD Evaluation Framework: Dual Cross-Validation for Robust Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-05T05:04:08.799362Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 921f69cf-c066-45fc-91ff-4ce58be04bb9 · inbound

Frustratingly Easy Feature Reconstruction for Out-of-Distribution Detection cites this paper.

Frustratingly Easy Feature Reconstruction for Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 48

Resolution: unresolved; no resolver link, observed 2026-08-05T11:45:32.459517Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9165a14e-b9af-4110-a047-5a870aa530b2 · inbound

Cross-Distribution Diffusion Priors-Driven Iterative Reconstruction for Sparse-View CT cites this paper.

Cross-Distribution Diffusion Priors-Driven Iterative Reconstruction for Sparse-View CT OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 32

Resolution: verified exact; arxiv_id, observed 2026-05-18T16:31:37.299452Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 9a6c06cb-98af-4f8d-a23d-cf9cd4de26ba · inbound

$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization cites this paper.

$\Delta \mathrm{Energy}$: Optimizing Energy Change During Vision-Language Alignment Improves both OOD Detection and OOD Generalization OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 2020

Resolution: unresolved; no resolver link, observed 2026-08-04T10:14:08.499266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a71d72a1-c09f-4440-ab97-15b302aed171 · inbound

A Systematic Analysis of Out-of-Distribution Detection Under Representation and Training Paradigm Shifts cites this paper.

A Systematic Analysis of Out-of-Distribution Detection Under Representation and Training Paradigm Shifts OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-21T18:10:27.785092Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation fd79685c-40e5-495d-89b9-43571b778f3b · inbound

RankOOD -- Class Ranking-based Out-of-Distribution Detection cites this paper.

RankOOD -- Class Ranking-based Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-17T05:04:03.424740Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 89910b53-ea84-4f8e-bd56-839d02dd0fff · inbound

Enhancing Few-Shot Out-of-Distribution Detection via the Refinement of Foreground and Background cites this paper.

Enhancing Few-Shot Out-of-Distribution Detection via the Refinement of Foreground and Background OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 31

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:22:52.370589Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5ba4c363-e426-42d3-a368-7340402b0d3f · inbound

Catalyst: Out-of-Distribution Detection via Elastic Scaling cites this paper.

Catalyst: Out-of-Distribution Detection via Elastic Scaling OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-16T07:57:33.035017Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation c8d7ecb2-9f0b-4171-8975-565e9f4ec83b · inbound

Mind the Way You Select Negative Texts: Pursuing the Distance Consistency in OOD Detection with VLMs cites this paper.

Mind the Way You Select Negative Texts: Pursuing the Distance Consistency in OOD Detection with VLMs OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 73

Resolution: verified exact; arxiv_id, observed 2026-05-15T16:56:19.236416Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 2484f4c4-9aa6-422c-a584-11f6ad8766a1 · inbound

VOLTA: The Surprising Ineffectiveness of Auxiliary Losses for Calibrated Deep Learning cites this paper.

VOLTA: The Surprising Ineffectiveness of Auxiliary Losses for Calibrated Deep Learning OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-05-11T05:36:01.462187Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 27f4df71-6a64-4025-99c0-b73ad7f6b7c2 · inbound

One-Step Score-Based Density Ratio Estimation cites this paper.

One-Step Score-Based Density Ratio Estimation OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 8

Resolution: verified exact; arxiv_id, observed 2026-05-11T10:11:14.893965Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5a247b34-476e-4760-9605-58c9af75a846 · inbound

Sparsity as a Key: Unlocking New Insights from Latent Structures for Out-of-Distribution Detection cites this paper.

Sparsity as a Key: Unlocking New Insights from Latent Structures for Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 39

Resolution: malformed identifier; arxiv_id, observed 2026-05-12T09:21:25.488020Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3cd511b4-9e28-4ee5-b42e-d4895ed084b8 · inbound

Uncertainty Estimation via Hyperspherical Confidence Mapping cites this paper.

Uncertainty Estimation via Hyperspherical Confidence Mapping OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-05-11T18:41:11.865331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a62443c1-8446-42a4-be03-86024103a176 · inbound

Uncertainty Estimation via Hyperspherical Confidence Mapping cites this paper.

Uncertainty Estimation via Hyperspherical Confidence Mapping OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 10

Resolution: verified exact; arxiv_id, observed 2026-06-30T23:45:08.338884Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 3a39f591-bf67-4021-ba34-336a46cdfda6 · inbound

Mitigating Simplicity Bias in OOD Detection through Object Co-occurrence Analysis cites this paper.

Mitigating Simplicity Bias in OOD Detection through Object Co-occurrence Analysis OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:10:57.388739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a6183e8c-421a-401f-ad21-da2aaf8380a0 · inbound

Mitigating Simplicity Bias in OOD Detection through Object Co-occurrence Analysis cites this paper.

Mitigating Simplicity Bias in OOD Detection through Object Co-occurrence Analysis OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-07-01T13:25:46.287899Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 7903b4c9-dc39-4524-89c9-79d6752c05c5 · inbound

A Robust Out-of-Distribution Detection Framework via Synergistic Smoothing cites this paper.

A Robust Out-of-Distribution Detection Framework via Synergistic Smoothing OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 36

Resolution: verified exact; arxiv_id, observed 2026-05-12T08:06:31.938034Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 93ef5a0e-1fc1-4a09-a7db-9171f56f680e · inbound

FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Search Dynamics cites this paper.

FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Search Dynamics OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-05-20T14:28:21.426204Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 21b4a137-79a9-43c6-a15d-bd486797b9fd · inbound

FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Search Dynamics cites this paper.

FML-bench: A Controlled Study of AI Research Agent Strategies from the Perspective of Search Dynamics OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 64

Resolution: verified exact; arxiv_id, observed 2026-06-30T19:05:00.961339Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation cc057d7f-b4c2-4822-bbe4-ae4370223b11 · inbound

Learning Hyperspherical Time-Frequency Representations for Time-Series Out-of-Distribution Detection cites this paper.

Learning Hyperspherical Time-Frequency Representations for Time-Series Out-of-Distribution Detection OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 45

Resolution: verified exact; arxiv_id, observed 2026-06-28T23:42:49.403045Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation 5c1df779-ee5e-4047-8770-8b453ad8f15a · inbound

Out-of-Distribution (OOD) Detectors for Open-Set RF Fingerprinting cites this paper.

Out-of-Distribution (OOD) Detectors for Open-Set RF Fingerprinting OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 23

Resolution: verified exact; arxiv_id, observed 2026-07-03T10:48:02.145644Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-21T06:32:19.484+00:00.

Observation a17cf90c-9761-4159-a53d-edd8828ac326 · inbound

Evaluating Epistemic Uncertainty: Beyond OOD Detection and Active Learning cites this paper.

Evaluating Epistemic Uncertainty: Beyond OOD Detection and Active Learning OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 45

Resolution: unresolved; no resolver link, observed 2026-08-02T01:03:59.432713Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 745e6d43-ce40-4c51-884f-7f527a3fc303 · inbound

Self-Poisoning in Adaptive Out-of-Distribution Detection: A Sharp-Threshold Theory and Certified Label-Free Calibration cites this paper.

Self-Poisoning in Adaptive Out-of-Distribution Detection: A Sharp-Threshold Theory and Certified Label-Free Calibration OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T08:31:09.947241Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd451ab3-3150-43e9-8285-5d60f281cfd2 · inbound

Level, Sharpness, and Corpus: Why Zero-Shot OOD Detector Rankings Do Not Transfer cites this paper.

Level, Sharpness, and Corpus: Why Zero-Shot OOD Detector Rankings Do Not Transfer OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 39

Resolution: unresolved; no resolver link, observed 2026-08-01T12:55:54.094172Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c1be9b0c-7bfb-4bb7-a418-9a623659f9d2 · inbound

A Convolutional Layer Activation Dimensionality Reduction for Out-of-Distribution and Adversarial Attack Detection Methods cites this paper.

A Convolutional Layer Activation Dimensionality Reduction for Out-of-Distribution and Adversarial Attack Detection Methods OpenOOD v1.5: Enhanced Benchmark for Out-of-Distribution Detection

Reference 40

Resolution: unresolved; no resolver link, observed 2026-08-14T04:18:11.450958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.