Paper Citation Record · LEDGER

A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

As of 8 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 19 inbound Pith citation observations for arXiv:2502.17361.

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

pith.paper-citation-record.v1
2502.17361 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 19 of 19 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 19 of 19 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:08:18.639429Z

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

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

2
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 446363df-8960-465b-9799-a40000244f3a · inbound

Realistic Evaluation of TabPFN v2 in Open Environments cites this paper.

Realistic Evaluation of TabPFN v2 in Open Environments A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-07T15:08:18.639429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4d854ed3-3925-4098-89cd-09a16a5dbbc6 · inbound

On the Robustness of Tabular Foundation Models: Test-Time Attacks and In-Context Defenses cites this paper.

On the Robustness of Tabular Foundation Models: Test-Time Attacks and In-Context Defenses A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 35

Resolution: verified exact; arxiv_id, observed 2026-05-19T10:52:15.032475Z

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 94077094-3742-4bd2-b6fc-163e6eda19ca · inbound

Multimodal Tabular Reasoning with Privileged Structured Information cites this paper.

Multimodal Tabular Reasoning with Privileged Structured Information A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 77

Resolution: unresolved; no resolver link, observed 2026-08-07T10:54:04.289892Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 92d90324-0ebb-48ce-a238-ec2314db74db · inbound

TabArena: A Living Benchmark for Machine Learning on Tabular Data cites this paper.

TabArena: A Living Benchmark for Machine Learning on Tabular Data A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 61

Resolution: metadata mismatch; arxiv_id, observed 2026-05-19T08:42:12.733809Z

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 428ffbb0-a22e-45e3-a55e-e4bca659fb8b · inbound

TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning cites this paper.

TableMind: An Autonomous Programmatic Agent for Tool-Augmented Table Reasoning A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T23:56:52.627253Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 0a10524d-3bf7-486f-b542-67580924cee0 · inbound

SQuARE: Structured Query & Adaptive Retrieval Engine For Tabular Formats cites this paper.

SQuARE: Structured Query & Adaptive Retrieval Engine For Tabular Formats A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 14

Resolution: metadata mismatch; arxiv_id, observed 2026-05-17T01:43:49.720856Z

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 7c12d1a8-51a3-40af-b787-f192c6c8e872 · inbound

End-to-End Compression for Tabular Foundation Models cites this paper.

End-to-End Compression for Tabular Foundation Models A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-03T04:17:35.787964Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aea46d29-cef7-4d41-a1e8-477424d2c404 · inbound

Noise Immunity in In-Context Tabular Learning: An Empirical Robustness Analysis of TabPFN's Attention Mechanisms cites this paper.

Noise Immunity in In-Context Tabular Learning: An Empirical Robustness Analysis of TabPFN's Attention Mechanisms A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 27

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T22:15:51.313946Z

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 f345e2a5-5751-4c65-ad07-ff2fb7e7a936 · inbound

Optimizing IoT Intrusion Detection with Tabular Foundation Models for Smart City Forensics cites this paper.

Optimizing IoT Intrusion Detection with Tabular Foundation Models for Smart City Forensics A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 7

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T15:50:34.072947Z

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 0c1f85da-7bf3-45f3-9742-7b273d891a35 · inbound

Foundation Models for Credit Risk Prediction: A Game Changer? cites this paper.

Foundation Models for Credit Risk Prediction: A Game Changer? A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 118

Resolution: verified exact; arxiv_id, observed 2026-05-20T13:18:18.009351Z

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 e283c853-6017-4969-a5b0-5947bde4aba3 · inbound

TabPFN-MT: A Natively Multitask In-Context Learner for Tabular Data cites this paper.

TabPFN-MT: A Natively Multitask In-Context Learner for Tabular Data A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:44:02.613403Z

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 74e61494-1131-45a7-bde7-bf8463030d78 · inbound

Modular Multimodal Classification Without Fine-Tuning: A Simple Compositional Approach cites this paper.

Modular Multimodal Classification Without Fine-Tuning: A Simple Compositional Approach A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-21T06:09:41.422721Z

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 db6a1760-2205-4854-b710-0eb0c891fbd7 · inbound

CRUMB: Efficient Prior Fitted Network Inference via Distributionally Matched Context Batching cites this paper.

CRUMB: Efficient Prior Fitted Network Inference via Distributionally Matched Context Batching A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 6

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T04:37:37.339133Z

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 b01b3301-73d0-496b-aeaf-dacd053381cc · inbound

Efficient Adaptive Data Acquisition via Pretrained Belief Representations cites this paper.

Efficient Adaptive Data Acquisition via Pretrained Belief Representations A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 69

Resolution: verified exact; arxiv_id, observed 2026-07-04T17:30:00.718493Z

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 5170c2a6-279d-41a2-9dae-3181d9f8502b · inbound

What Drives the Inlier-Memorization Effect? A Theory of Outlier Detection via Early Training Dynamics cites this paper.

What Drives the Inlier-Memorization Effect? A Theory of Outlier Detection via Early Training Dynamics A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 46

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:24:21.007650Z

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 831e7dff-697a-4e9c-848c-48b09040717e · inbound

Beyond IID: How General Are Tabular Foundation Models, Really? cites this paper.

Beyond IID: How General Are Tabular Foundation Models, Really? A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 17

Resolution: metadata mismatch; arxiv_id, observed 2026-06-30T07:04:21.455890Z

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 8c54cb6c-69b7-4878-b05f-bd8b6aa32cc8 · inbound

Context-Constrained Transfer Learning for Tabular Foundation Models via Data Distillation cites this paper.

Context-Constrained Transfer Learning for Tabular Foundation Models via Data Distillation A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 38

Resolution: unresolved; no resolver link, observed 2026-07-11T13:12:09.800843Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 452cee42-fd4a-48ba-be53-93ab6028cbff · inbound

Topological Signatures of Context-Level Reliability in TabPFN cites this paper.

Topological Signatures of Context-Level Reliability in TabPFN A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 38

Resolution: unresolved; no resolver link, observed 2026-08-01T16:37:00.968654Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1dabdc2e-de9d-4721-9f25-7df16c8c3a56 · inbound

RamanPFN: learning from Raman spectral structure with a tabular foundation model cites this paper.

RamanPFN: learning from Raman spectral structure with a tabular foundation model A Closer Look at TabPFN v2: Understanding Its Strengths and Extending Its Capabilities

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-04T13:38:07.970472Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.