Paper Citation Record · LEDGER

A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP

As of 13 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 4 inbound Pith citation observations for arXiv:2108.13002.

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

pith.paper-citation-record.v1
2108.13002 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 4 of 4 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-12T18:57:46.201159Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-02T11:46:56.209236Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 88929844-dd7d-4d24-99b0-97ac849cac13 · inbound

DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation cites this paper.

DBF-Net: A Dual-Branch Network with Feature Fusion for Ultrasound Image Segmentation A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP

Reference 36

Resolution: unresolved; no resolver link, observed 2026-08-12T18:57:46.201159Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 91f56121-41eb-44f6-90db-29df951a81c6 · inbound

Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration cites this paper.

Exploring Real&Synthetic Dataset and Linear Attention in Image Restoration A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP

Reference 66

Resolution: unresolved; no resolver link, observed 2026-08-11T22:08:13.961220Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d847541-5d09-4841-8d5d-da080bca32a4 · inbound

Spectral-Adaptive Modulation Networks for Visual Perception cites this paper.

Spectral-Adaptive Modulation Networks for Visual Perception A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP

Reference 48

Resolution: verified exact; arxiv_id, observed 2026-05-22T22:35:11.618224Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.

Observation 46449101-f5bf-41d5-b7bd-c5a1e4915469 · inbound

BMCR: Adaptive Backbone Module Composition via Reinforcement Learning for Remote Sensing Object Detection cites this paper.

BMCR: Adaptive Backbone Module Composition via Reinforcement Learning for Remote Sensing Object Detection A Battle of Network Structures: An Empirical Study of CNN, Transformer, and MLP

Reference 7

Resolution: verified exact; arxiv_id, observed 2026-07-02T11:46:56.210645Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.