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Paper Citation Record · LEDGER

Need for Speed: A Comprehensive Benchmark of JPEG Decoders in Python

As of 21 August 2026, this Paper Citation Record lists 5 of 5 outbound references and 0 inbound Pith citation observations for arXiv:2501.13131.

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

pith.paper-citation-record.v1
2501.13131 v1

Coverage vector

measured 5 of 5 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-10T17:04:08.108373Z

measured 5 of 5 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 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

5 of 5 outbound references displayed

  • verified exact0
  • verified fuzzy4
  • unresolved0
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch1

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 5614f0e6-9ef1-4844-80d3-ace76d51bd64 · outbound

This paper cites The JPEG still picture compres- sion standard,.

Need for Speed: A Comprehensive Benchmark of JPEG Decoders in Python The JPEG still picture compres- sion standard,

Reference 1

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:04:08.179654Z

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.

source=pdf_text observed=2026-08-10T17:04:08.092683Z digest=sha256:8eef74853e2afd67f4a676373507d87cb9d89f8bc4e0f50badbf87b53e830086

Observation dd8f9952-7717-402d-96cf-5c567b373c64 · outbound

This paper cites Dobb’s Journal of Software Tools, 2000.

Need for Speed: A Comprehensive Benchmark of JPEG Decoders in Python Dobb’s Journal of Software Tools, 2000

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:04:08.170617Z

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.

source=pdf_text observed=2026-08-10T17:04:08.097854Z digest=sha256:d2fa1aab237f19fc9c940298583bdb6a79f949ae410f5c024a04ddf86f7835ab

Observation 567bbf88-b833-43a0-bacd-d2f07fa9801a · outbound

This paper cites PyTorch: An Impera- tive Style, High-Performance Deep Learning Li- brary,.

Need for Speed: A Comprehensive Benchmark of JPEG Decoders in Python PyTorch: An Impera- tive Style, High-Performance Deep Learning Li- brary,

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:04:08.160977Z

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.

source=pdf_text observed=2026-08-10T17:04:08.101956Z digest=sha256:cbe044ab533f9c51ad9dd0d0dbe4d809d6d4439063b9725662f8877dccc4014a

Observation 75f2e402-2aa3-4f97-9b32-b8e7bf489dd1 · outbound

This paper cites Are the Milky Way and Andromeda unusual? A comparison with Milky Way and Andromeda Analogs.

Need for Speed: A Comprehensive Benchmark of JPEG Decoders in Python Are the Milky Way and Andromeda unusual? A comparison with Milky Way and Andromeda Analogs

Reference 4

Resolution
metadata mismatch
local_arxiv, observed 2026-08-10T17:04:08.140219Z

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.

source=pdf_text observed=2026-08-10T17:04:08.104786Z digest=sha256:925cdc3f04860d88f2dd5f72dbc7dca9c4cc80fe4befee10c12528f3d2546aa4

Observation 740fa595-ed78-4213-98d4-de7003df2709 · outbound

This paper cites ImageNet Large Scale Visual Recognition Challenge,.

Need for Speed: A Comprehensive Benchmark of JPEG Decoders in Python ImageNet Large Scale Visual Recognition Challenge,

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-10T17:04:08.151664Z

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.

source=pdf_text observed=2026-08-10T17:04:08.108373Z digest=sha256:aa9c5edad0fa5ad95bd25872e56e9f6d6d75bcc07f0275953016c9bb55baf333

Pith citing papers

No inbound Pith citation observations are available.