Pith. sign in

Paper Citation Record · LEDGER

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications

As of 17 August 2026, this Paper Citation Record lists 16 of 16 outbound references and 0 inbound Pith citation observations for arXiv:2502.03395.

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

pith.paper-citation-record.v1
2502.03395 v1

Coverage vector

measured 16 of 16 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-09T04:54:41.991221Z

measured 16 of 16 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+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

16 of 16 outbound references displayed

  • verified exact2
  • verified fuzzy5
  • unresolved9
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation ace33c58-7292-4d3d-afdc-ee643ccec30a · outbound

This paper cites an unresolved cited work.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications Unresolved cited work

Reference 1

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:54:42.419561Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.907053Z digest=sha256:14fbfc953895828431b59647797db4d284b11b37af6d892ea621c7a33afb0516

Observation f68e4f10-6554-40ad-a246-a1c2a33e1c05 · outbound

This paper cites (2023, August).

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications (2023, August)

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:54:42.403066Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.913718Z digest=sha256:4ff4f89e5f59976d5be3998827565e17a54313cbbc97416acf3d1330b83966fe

Observation 5b42a8e7-753a-42f3-bd61-7e8dc38f7109 · outbound

This paper cites an unresolved cited work.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications Unresolved cited work

Reference 3

Resolution
verified exact
raw_fallback, observed 2026-08-09T04:54:42.235852Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.919818Z digest=sha256:21262e4f2c6df231c97e855e270992e4062b311d39b934d5f037605c36d7f203

Observation 562e374c-3e6e-405c-b1af-14c4b1a3a403 · outbound

This paper cites (2023, December).

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications (2023, December)

Reference 4

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:54:42.387447Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.925061Z digest=sha256:1113b1891f67856edef2cadc0533ff7e87c62d54168f699fc0a51487ccb71404

Observation fe56e1a9-aa60-451c-9643-7744b34628e2 · outbound

This paper cites E., Laukens, K., & Bittremieux, W.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications E., Laukens, K., & Bittremieux, W

Reference 5

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:54:42.371467Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.930948Z digest=sha256:bc51c258a7642c9eaf3d3982f429afeaf163eeaaa9ee5969ad992f496e0a663c

Observation 5ffaec22-01d7-42c4-9743-b122e84d119f · outbound

This paper cites an unresolved cited work.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications Unresolved cited work

Reference 6

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:54:42.355491Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.936589Z digest=sha256:a411ece3404c9c3cd44c91dc163b029cdc5103b176fb411d721086d0ce7b2fda

Observation 5853f43f-9ff5-49cb-9a44-f32c80ffc8cd · outbound

This paper cites ToxTree: descriptor-based machine learning models for both hERG and Nav1.5 cardiotoxicity liability predictions.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications ToxTree: descriptor-based machine learning models for both hERG and Nav1.5 cardiotoxicity liability predictions

Reference 7

Resolution
verified exact
local_arxiv, observed 2026-08-09T04:54:42.085775Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.942411Z digest=sha256:afc57cbfd69e54f96c75ac0f76fbdacb5dc74ec811bf7cd252609a52f453151f

Observation af51f1f3-dfe1-4671-b79f-de3b8e3fcd56 · outbound

This paper cites an unresolved cited work.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications Unresolved cited work

Reference 8

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:54:42.339503Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.948393Z digest=sha256:dbbc2d6918c44ad80e4d87940a8ff5c3154fb0d6fc9fcaeb3f2527f2a622ae67

Observation fe5cad24-3261-4499-b6e7-d4596caa9bef · outbound

This paper cites (2025) Machine Learning -Based Prediction of Software Fault Localization.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications (2025) Machine Learning -Based Prediction of Software Fault Localization

Reference 9

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:54:42.322924Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.953470Z digest=sha256:91fd22338b39f90f52ca79568ffad7817dd4556c00580893bf867e3b29c5d930

Observation 8737f4d6-393b-466d-ab1d-bd92a841e425 · outbound

This paper cites P., Medeiros, M.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications P., Medeiros, M

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-09T04:54:42.304401Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.958773Z digest=sha256:a7b457c8ee09ee222ab590eb5cc4b9abeece963270f6931e6d2052df8ee8dff8

Observation 5be5a35f-2aee-4232-9d88-a13457e0ffb4 · outbound

This paper cites an unresolved cited work.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications Unresolved cited work

Reference 11

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:54:42.286655Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.964012Z digest=sha256:dffe4256de131f0683c8e9826cd153bd180c5b44dc287e955bf286dd4283a70e

Observation c627abde-3814-46f4-b117-9947f0e79e4c · outbound

This paper cites an unresolved cited work.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications Unresolved cited work

Reference 12

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:54:42.270208Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.969358Z digest=sha256:fbbe8e2e01666b78f4469394950275998223ef4d10eb33ab34049d1eb14e548c

Observation e79e7bad-c7ce-4bd6-9c5d-876c6e003998 · outbound

This paper cites an unresolved cited work.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications Unresolved cited work

Reference 13

Resolution
unresolved
raw_fallback, observed 2026-08-09T04:54:42.253130Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.

source=pdf_text observed=2026-08-09T04:54:41.975139Z digest=sha256:6b5da5ba9ef25294a5eb229740da963b443b85ce8ea5fe24d46f8e05b2f51b82

Observation 53413a92-75ff-49f4-8ef0-2c07f4a661a3 · outbound

This paper cites A decoder-only foundation model for time-series forecasting.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications A decoder-only foundation model for time-series forecasting

Reference 14

Resolution
unresolved
no resolver link, observed 2026-08-09T04:54:41.980048Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:54:41.980048Z digest=sha256:59bb61e2c42bac1240132d78b13feea2663cc178197ba351a0a72e423e952533

Observation 83c049ab-4b7f-4dbb-8b68-4aa169ac92ab · outbound

This paper cites Chronos: Learning the Language of Time Series.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications Chronos: Learning the Language of Time Series

Reference 15

Resolution
unresolved
no resolver link, observed 2026-08-09T04:54:41.985750Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:54:41.985750Z digest=sha256:18d0b46c94874db6f979ac50bfca2ad7bb241253247e794bcdae80e982a99ca3

Observation 25954212-b72e-4fa8-92ed-f461940ec839 · outbound

This paper cites N-BEATS: Neural basis expansion analysis for interpretable time series forecasting.

Benchmarking Time Series Forecasting Models: From Statistical Techniques to Foundation Models in Real-World Applications N-BEATS: Neural basis expansion analysis for interpretable time series forecasting

Reference 16

Resolution
unresolved
no resolver link, observed 2026-08-09T04:54:41.991221Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-09T04:54:41.991221Z digest=sha256:0211603eddca655b266709409f60734d9b655ce181f1a16db51f0dcc4e62154c

Pith citing papers

No inbound Pith citation observations are available.