Paper Citation Record · LEDGER

What exactly has TabPFN learned to do?

As of 8 August 2026, this Paper Citation Record lists 13 of 13 outbound references and 0 inbound Pith citation observations for arXiv:2502.08978.

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

pith.paper-citation-record.v1
2502.08978 v1

Coverage vector

measured 13 of 13 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T23:04:52.312464Z

measured 13 of 13 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+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

13 of 13 outbound references displayed

verified exact3
verified fuzzy3
unresolved7
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 580546bf-0c44-44b0-b8f5-d1b79e1d9024 · outbound

This paper cites Xgboost: A scalable tree boosting system.

What exactly has TabPFN learned to do? Xgboost: A scalable tree boosting system

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-07T23:04:52.248085Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 86d3ab6d-f1c1-4a55-a201-b9fd6d57f7e7 · outbound

This paper cites Tab PFN : A transformer that solves small tabular classification problems in a second.

What exactly has TabPFN learned to do? Tab PFN : A transformer that solves small tabular classification problems in a second

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:04:52.706396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 7d22f613-2a30-441c-a84d-4188340ab856 · outbound

This paper cites u ller, Lennart Purucker, Arjun Krishnakumar, Max K \.

What exactly has TabPFN learned to do? u ller, Lennart Purucker, Arjun Krishnakumar, Max K \

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T23:04:52.259077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f489ac0e-d314-44a8-9653-2dd4a79fbbe0 · outbound

This paper cites bladderbatch: Bladder gene expression data illustrating batch effects.

What exactly has TabPFN learned to do? bladderbatch: Bladder gene expression data illustrating batch effects

Reference 4

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:04:52.678374Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c84bac6d-7f40-4707-af65-e1bb09c85784 · outbound

This paper cites an unresolved cited work.

What exactly has TabPFN learned to do? Unresolved cited work

Reference 5

Resolution: verified exact; raw_fallback, observed 2026-08-07T23:04:52.607679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 8096f342-cb8c-4db0-8780-47ac414f4239 · outbound

This paper cites Towards Backwards-Compatible Data with Confounded Domain Adaptation.

What exactly has TabPFN learned to do? Towards Backwards-Compatible Data with Confounded Domain Adaptation

Reference 6

Resolution: verified exact; local_arxiv, observed 2026-08-07T23:04:52.512298Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation c63cf069-3d4f-4317-a191-31669158584c · outbound

This paper cites When Do Neural Nets Outperform Boosted Trees on Tabular Data?.

What exactly has TabPFN learned to do? When Do Neural Nets Outperform Boosted Trees on Tabular Data?

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-07T23:04:52.281067Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2bd73500-aa68-4757-84b7-5520e5ff923f · outbound

This paper cites Transformers can do bayesian inference.

What exactly has TabPFN learned to do? Transformers can do bayesian inference

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T23:04:52.659941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 36b481a3-caba-4a15-914a-9a0aec5cbd2c · outbound

This paper cites Statistical Foundations of Prior-Data Fitted Networks.

What exactly has TabPFN learned to do? Statistical Foundations of Prior-Data Fitted Networks

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T23:04:52.291114Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 071e573a-7287-43c4-979e-641738b6dd88 · outbound

This paper cites Causality.

What exactly has TabPFN learned to do? Causality

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-07T23:04:52.296457Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0ca7e3b3-0388-476b-ac1c-7a39f28c24c2 · outbound

This paper cites Scikit-learn: Machine learning in python.

What exactly has TabPFN learned to do? Scikit-learn: Machine learning in python

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T23:04:52.301131Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 60b90a2a-ec65-4bc9-91b3-dd089f71a920 · outbound

This paper cites I am sorry, but this all sounds too inconsequential imho.

What exactly has TabPFN learned to do? I am sorry, but this all sounds too inconsequential imho

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-07T23:04:52.449222Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.

Observation 264b3271-9a4e-4052-8231-ef67dc85ded4 · outbound

This paper cites Attention is all you need.

What exactly has TabPFN learned to do? Attention is all you need

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-07T23:04:52.312464Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.