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Paper Citation Record · LEDGER

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection

As of 19 August 2026, this Paper Citation Record lists 52 of 52 outbound references and 2 inbound Pith citation observations for arXiv:2505.15649.

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

pith.paper-citation-record.v1
2505.15649 v1

Coverage vector

measured 52 of 52 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:17:18.959429Z

measured 54 of 54 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 2 of 2 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-01T18:23:26.515073Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T04:55:03.034414Z

Reference resolution

52 of 52 outbound references displayed

  • verified exact0
  • verified fuzzy50
  • unresolved2
  • parse uncertain0
  • malformed identifier0
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 3e832748-1fff-488b-862c-2459bdb66a63 · outbound

This paper cites SRFormer: Text detec- tion transformer with incorporated segmentation and regression.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection SRFormer: Text detec- tion transformer with incorporated segmentation and regression

Reference 1

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verified fuzzy
raw_fallback, observed 2026-08-07T15:17:28.603244Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 33ad2b9f-c8b7-4b89-8178-820a2b13fd39 · outbound

This paper cites Total-text: A comprehensive dataset for scene text detection and recognition.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Total-text: A comprehensive dataset for scene text detection and recognition

Reference 3

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raw_fallback, observed 2026-08-07T15:17:28.279486Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:14.500656Z digest=sha256:686b00d216557e36f73c1bcdc527c2ed1d20b87f66b20568c564d4edd6cfdd38

Observation 16fb59ba-bcb7-4ee2-85b3-d65714a300d4 · outbound

This paper cites Masked au- toencoders are scalable vision learners.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Masked au- toencoders are scalable vision learners

Reference 9

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 0a31c737-153b-4dba-9d1a-20139f31ff7c · outbound

This paper cites Reading text in the wild with convolutional neural networks.International journal of computer vision, 116:1–20,.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Reading text in the wild with convolutional neural networks.International journal of computer vision, 116:1–20,

Reference 10

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Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:15.159655Z digest=sha256:f6f29f393bb09eac9c5f1b99ddbc54e4e9834951ba38dd6cfa83e0ddef153ac1

Observation a85c096a-5b43-46a0-9575-98a3fd104579 · outbound

This paper cites Revisiting scene text recognition: A data perspective.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Revisiting scene text recognition: A data perspective

Reference 11

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verified fuzzy
raw_fallback, observed 2026-08-07T15:17:26.909250Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:15.234860Z digest=sha256:b6438711f1ceb84239fcdad2b6ff1c0db5b09a159091b21a0f12748a6bcb45af

Observation cda10c76-4c4a-4f73-a2c2-2262d66136ba · outbound

This paper cites Textboxes++: A single-shot oriented scene text detec- tor.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Textboxes++: A single-shot oriented scene text detec- tor

Reference 15

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verified fuzzy
raw_fallback, observed 2026-08-07T15:17:26.457925Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:15.632403Z digest=sha256:f2fbf40c2466f6f68efb27fcf8afa30a32f82fed44999460347a59248ac6593c

Observation 6e40b580-c763-4d87-beed-5b21e0b29784 · outbound

This paper cites ABCNet: Real-time scene text spotting with adaptive bezier-curve network.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection ABCNet: Real-time scene text spotting with adaptive bezier-curve network

Reference 18

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raw_fallback, observed 2026-08-07T15:17:26.084354Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:15.986897Z digest=sha256:fb760d8bfaf8898b7cc214d6c5939f5e29495579b049ed5bbc6dbe3860deedd9

Observation 9733ad9a-c2bc-42c3-932b-92f63cc484ac · outbound

This paper cites Abcnet v2: Adaptive bezier-curve network for real-time end-to- end text spotting.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Abcnet v2: Adaptive bezier-curve network for real-time end-to- end text spotting

Reference 19

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verified fuzzy
raw_fallback, observed 2026-08-07T15:17:25.956668Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:16.104892Z digest=sha256:d4e35f8af54fa5303e82ef8b042a9f935305641cd72e211efdb1ab4c839dd0d6

Observation 59851268-cf5a-4d0a-9cbe-e2850f551117 · outbound

This paper cites Pbformer: Capturing com- plex scene text shape with polynomial band Transformer.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Pbformer: Capturing com- plex scene text shape with polynomial band Transformer

Reference 20

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raw_fallback, observed 2026-08-07T15:17:25.832096Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:16.220071Z digest=sha256:28e06fc091a785497a8ba7cc2c7e57a326e65e03197d4dcc1003729d83866ad9

Observation 4a48cc9c-d370-44cb-85cb-aa55dbaf9ffc · outbound

This paper cites Textsnake: A flexible representation for detecting text of arbitrary shapes.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Textsnake: A flexible representation for detecting text of arbitrary shapes

Reference 21

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raw_fallback, observed 2026-08-07T15:17:25.680656Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:16.348176Z digest=sha256:cee5ffaa1c121514ae4ca4b9a9237832fcb7b0f2e7401a324cd4e794f14da915

Observation a1e14fdc-b92e-4d98-98d2-0a875d4d1aa8 · outbound

This paper cites Towards end-to-end unified scene text de- tection and layout analysis.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Towards end-to-end unified scene text de- tection and layout analysis

Reference 22

Resolution
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raw_fallback, observed 2026-08-07T15:17:25.415930Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:16.500587Z digest=sha256:2a3e081d2df91eabc7e49ac9d962f3bee8bdfd640681e686f903b9faad605d3c

Observation 0c371e8e-4ab3-43a1-834c-bee7c2ad7a80 · outbound

This paper cites Arbitrary reading order scene text spotter with local semantics guidance.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Arbitrary reading order scene text spotter with local semantics guidance

Reference 23

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raw_fallback, observed 2026-08-07T15:17:25.181207Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:16.638599Z digest=sha256:02fec39e875b6cc56790beef7a6fd8e802167523bfffd59cead80a50839eb72e

Observation 40e85057-eac1-4a31-a501-959a0e6dc1a0 · outbound

This paper cites Icdar2019 robust reading challenge on multi-lingual scene text detection and recognition—rrc- mlt-2019.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Icdar2019 robust reading challenge on multi-lingual scene text detection and recognition—rrc- mlt-2019

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:24.888573Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:16.947095Z digest=sha256:b597ceee1bbf87bf2e7fe476496c60641552737f918b0cb4089e1c54c109fbaa

Observation c9f1bf67-0e73-4311-b494-b2dc71788d0e · outbound

This paper cites Towards robust real-time scene text detec- tion: From semantic to instance representation learning.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Towards robust real-time scene text detec- tion: From semantic to instance representation learning

Reference 26

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raw_fallback, observed 2026-08-07T15:17:24.759138Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

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Observation 31d15dfe-1f11-4dc5-994a-9dfb2a9f53fe · outbound

This paper cites Learning transferable visual models from nat- ural language supervision.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Learning transferable visual models from nat- ural language supervision

Reference 27

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unresolved
no resolver link, observed 2026-08-07T15:17:17.108597Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:17:17.108597Z digest=sha256:bcc6b4311ac186839b7fa587c6d656482f7e9c01227088b5be1698d2f61a3a28

Observation c76d7402-5d7e-4241-82b6-83ce9aab1c68 · outbound

This paper cites Transformer-based text detection in the wild.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Transformer-based text detection in the wild

Reference 28

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raw_fallback, observed 2026-08-07T15:17:24.608083Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:17.189474Z digest=sha256:2235a137cc91bee53dfd1ec0cb3ebdbcfab37b9c2984667b63c3663a611a1a51

Observation 0441dd0b-a292-4661-8b4c-25a539445197 · outbound

This paper cites Divide rows and conquer cells: Towards structure recognition for large tables.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Divide rows and conquer cells: Towards structure recognition for large tables

Reference 29

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raw_fallback, observed 2026-08-07T15:17:24.502074Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:17.269812Z digest=sha256:0a55c93a6bca67971145374364c2678912641921b4bb29be6cc4ea815a440952

Observation 6d13b51b-1648-4d39-98ad-6566005ddcc5 · outbound

This paper cites Falcon-UI: Understanding GUI Before Following User Instructions.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Falcon-UI: Understanding GUI Before Following User Instructions

Reference 30

Resolution
unresolved
no resolver link, observed 2026-08-07T15:17:17.364341Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T15:17:17.364341Z digest=sha256:dbeb8f44b47c8168fd627d2edf6444d22284aed16b5da8d1c8ecd8a58ba90769

Observation ed3d3a7f-641f-405c-a112-f7ca9f03fce3 · outbound

This paper cites Textocr: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Textocr: Towards large-scale end-to-end reasoning for arbitrary-shaped scene text

Reference 31

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raw_fallback, observed 2026-08-07T15:17:24.395580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:17.465026Z digest=sha256:6fcd854cf7700722f33a7218314a9af0dedc3238e8e175a7dd66b39beaa9f120

Observation d9affe25-b0a0-42b3-b116-7ad0540c6df1 · outbound

This paper cites Lranet: Towards accurate and efficient scene text detection with low-rank approximation network.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Lranet: Towards accurate and efficient scene text detection with low-rank approximation network

Reference 32

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raw_fallback, observed 2026-08-07T15:17:24.257725Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:17.530678Z digest=sha256:9b74df79679e81ae8eba264df7bf570dd233ba7fc46ee4c985e743b24932da95

Observation 4a93d05d-fee7-428e-8359-0d8d9224ee9f · outbound

This paper cites Icdar 2019 competition on large-scale street view text with par- tial labeling-rrc-lsvt.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Icdar 2019 competition on large-scale street view text with par- tial labeling-rrc-lsvt

Reference 33

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raw_fallback, observed 2026-08-07T15:17:24.048872Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:17.651438Z digest=sha256:2b88784751f680196512ff47c41e8af6a6680e2bbbb7807712d907584fbcb0a8

Observation b057df53-84f0-472c-8d87-f100c0a29d45 · outbound

This paper cites Seglink++: De- tecting dense and arbitrary-shaped scene text by instance- aware component grouping.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Seglink++: De- tecting dense and arbitrary-shaped scene text by instance- aware component grouping

Reference 34

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verified fuzzy
raw_fallback, observed 2026-08-07T15:17:22.741664Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:17.762988Z digest=sha256:2e31c7ea83e678bfb1cbd25a46945732a6d4b22b1ac88d39d06aa500abe20c92

Observation b61e9c2c-6d74-4e10-bde3-43c057c6f4ad · outbound

This paper cites Few could be better than all: Feature sampling and grouping for scene text detection.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Few could be better than all: Feature sampling and grouping for scene text detection

Reference 35

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verified fuzzy
raw_fallback, observed 2026-08-07T15:17:22.445281Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:17.845633Z digest=sha256:d1e5bd0fa6086d24c2dc6414f094a4f2c172e95c33ac86229ef61f5d0323ce45

Observation 7de2d136-b389-4cba-97e2-7f60072d2cea · outbound

This paper cites Domain adaptive scene text detection via subcategorization.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Domain adaptive scene text detection via subcategorization

Reference 36

Resolution
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raw_fallback, observed 2026-08-07T15:17:22.304928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:17.937441Z digest=sha256:328cb96732fad7f3906c148344dafaf347c17d8b3b1471daed2be1ad520704ee

Observation e02a59e0-460a-4959-89ce-b31d5fb7ad55 · outbound

This paper cites Efficient and accurate arbitrary-shaped text detection with pixel aggregation network.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Efficient and accurate arbitrary-shaped text detection with pixel aggregation network

Reference 37

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:22.171534Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:17.993810Z digest=sha256:82f0c2789f5a8bdd9cb6080bc69fa54904f3671321e7a63613bd8db677bf6aa3

Observation 948f75e1-526f-4d48-b6c7-997e019480eb · outbound

This paper cites TextRay: Contour-based geometric modeling for arbitrary-shaped scene text detection.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection TextRay: Contour-based geometric modeling for arbitrary-shaped scene text detection

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:22.055613Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.027974Z digest=sha256:257fe840f7843d11e23af2fe54146d9ad0db82ecbdf9a3145bdf5a7b9f080a24

Observation 2c1f6b8d-177c-41a7-9e7f-8fc009514818 · outbound

This paper cites TP- SNet: Reverse thinking of thin plate splines for arbitrary shape scene text representation.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection TP- SNet: Reverse thinking of thin plate splines for arbitrary shape scene text representation

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:21.745396Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.111044Z digest=sha256:ef68d90438f36c9b3019a6e5e7d1ae42d453816f873631f15dcc8b04a708ce1e

Observation a4e30ffd-77e3-4fa0-a520-62d2bf2294ed · outbound

This paper cites Sequential defor- mation for accurate scene text detection.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Sequential defor- mation for accurate scene text detection

Reference 40

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:20.596599Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.186839Z digest=sha256:ac73bcf78d92bacb49c0f3bcd21d0bee8b33585036afb05606f2420387c1ad94

Observation 717b3925-6848-47cb-b707-30662ae49b2b · outbound

This paper cites Language mat- ters: A weakly supervised vision-language pre-training ap- proach for scene text detection and spotting.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Language mat- ters: A weakly supervised vision-language pre-training ap- proach for scene text detection and spotting

Reference 41

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:20.370748Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.220278Z digest=sha256:70aae10c7e0af91fdec193463357c074ca1f21fd8165736bd79df5fae615a0e1

Observation f78ab305-6fd4-46cc-9887-15bb0d36f6ba · outbound

This paper cites Textfusenet: Scene text detection with richer fused fea- tures.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Textfusenet: Scene text detection with richer fused fea- tures

Reference 42

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raw_fallback, observed 2026-08-07T15:17:20.230174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.301942Z digest=sha256:28ed56f9c653858fd35d5f10a1e65bb2149ea2b136bfcaf957a0e8792ebdeb32

Observation 9149aef8-e884-4e6e-bb2e-da99fc313003 · outbound

This paper cites DPText-DETR: Towards better scene text detection with dynamic points in Transformer.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection DPText-DETR: Towards better scene text detection with dynamic points in Transformer

Reference 43

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:20.021031Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.357640Z digest=sha256:90dbb17cdabfc18d5241b5b1e7011c1edcfd2fadd112bd74578cf9a229195b41

Observation 45d5024c-b175-45ec-ba7d-bbe80e13f6e2 · outbound

This paper cites Turning a CLIP model into a scene text detector.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Turning a CLIP model into a scene text detector

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:19.921672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.412844Z digest=sha256:874315c0aced0c146420f1542cd5b9ae9ab32e489d0d6867c6d6a07b5906ada9

Observation e1588613-4f43-4e12-9230-e48b5a0466df · outbound

This paper cites Filling in the blank: Rationale-augmented prompt tuning for textvqa.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Filling in the blank: Rationale-augmented prompt tuning for textvqa

Reference 45

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:19.764827Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.537832Z digest=sha256:620b2052b272a0224d0ca515f1a5942eca66dc40aab82a5065a065e769b8ad8b

Observation 8aa4ef49-b15e-466a-9df2-972bfe89d4ad · outbound

This paper cites Ga-dan: Geometry-aware domain adaptation network for scene text detection and recognition.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Ga-dan: Geometry-aware domain adaptation network for scene text detection and recognition

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:19.622727Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.659248Z digest=sha256:cb8d5617df4b37ad3b51ce2f2045d4e44bddb098d584151c8076f80162dacbd7

Observation 7164784f-4f0c-4e2f-beab-45dd434c9f07 · outbound

This paper cites Linguistics-aware masked image modeling for self- supervised scene text recognition.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Linguistics-aware masked image modeling for self- supervised scene text recognition

Reference 47

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:19.506072Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.791293Z digest=sha256:165aaba42415d292c9a03e8a39b5e14b7411afc906ffd5d838b50d50b135b100

Observation 6b7fd035-cca3-42da-a89c-4dec68851a12 · outbound

This paper cites EAST: an efficient and accurate scene text detector.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection EAST: an efficient and accurate scene text detector

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:19.411011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.842386Z digest=sha256:3312b989e1dfbf347eddf125fd3de0f204988300483fc5873dd20987ebf6380f

Observation 7cb29f70-28ad-45ee-81fc-15c2ef371427 · outbound

This paper cites Deformable DETR: de- formable transformers for end-to-end object detection.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Deformable DETR: de- formable transformers for end-to-end object detection

Reference 49

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:19.320688Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.864071Z digest=sha256:291eeb47b03dda1b39914534b72512b05d4d86027c7d781d3cab27c75ec074f9

Observation 5b935a92-afe2-48d2-858a-c5cde19b89b9 · outbound

This paper cites reen-fed.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection reen-fed

Reference 50

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:19.228742Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.888979Z digest=sha256:6460f2aaf77834d66a72d29b9ef76b242a97b39188450303dc4511befa8a7e77

Observation befed8b8-926e-46e5-bc68-4238d12b5833 · outbound

This paper cites D.2 Detailed Architecture of MAEDet Like other scene text detectors, MAEDet includes tree com- ponents, backbone, neck, and detection head.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection D.2 Detailed Architecture of MAEDet Like other scene text detectors, MAEDet includes tree com- ponents, backbone, neck, and detection head

Reference 100

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:19.069238Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.959429Z digest=sha256:37cc340b3d98535a451bb11c1e2e63a15729db33d0753444d96eb3630149e062

Observation 313bd219-b932-4a56-97bc-35a979ed4630 · outbound

This paper cites pretraining is conducted with 8 NVIDIA RTX 2080Ti GPUs.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection pretraining is conducted with 8 NVIDIA RTX 2080Ti GPUs

Reference 640

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:19.126050Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:18.925729Z digest=sha256:1861aeca0a3c863ebdaf3ac7be124c2b6e75882559d55b8d9499d0daa9d5250f

Observation 42237451-72cd-4d1e-852f-d9394896de6f · outbound

This paper cites Ic- dar 2015 competition on robust reading.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Ic- dar 2015 competition on robust reading

Reference 2013

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:26.676600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:15.426274Z digest=sha256:382697685aae093fa76a3dd79f25b5270a3d1bed01e0e7a83e16c72f59473280

Observation 8b73df16-2122-44d1-b53c-af32a2c6c5a1 · outbound

This paper cites Textboxes: A fast text detector with a single deep neural network.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Textboxes: A fast text detector with a single deep neural network

Reference 2015

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:26.560669Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:15.529165Z digest=sha256:e064892d3a181db4e509971d8d9ff2bba0d6569342de6d2abfae94d817545140

Observation cae7a5e5-9399-4068-8560-c79d9654d8e7 · outbound

This paper cites Mask R-CNN.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Mask R-CNN

Reference 2016

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:27.325696Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:14.997676Z digest=sha256:5fb331e20856315fffeaf6252a501b97efbff0f8b2dbb02595c721a76ec831c4

Observation 742fe496-8cc6-47b1-8c44-a781054b4f8f · outbound

This paper cites Ic- dar2019 robust reading challenge on arbitrary-shaped text- rrc-art.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Ic- dar2019 robust reading challenge on arbitrary-shaped text- rrc-art

Reference 2017

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:28.044937Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:14.605554Z digest=sha256:a7a973eac8c47b26d3ea156d45657bbf5efe5c8e89e386bb7ffc7ebb8f0ed654

Observation 6e9b4de0-5521-474b-af11-507a18c8a410 · outbound

This paper cites Real-time scene text detec- tion with differentiable binarization.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Real-time scene text detec- tion with differentiable binarization

Reference 2018

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:26.344782Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:15.728644Z digest=sha256:3dee773dea56307c7d35825baecb671445c329be9073b74cd97e633b9075ba7d

Observation 8750a83b-1612-42fb-93f5-4ea3c1a69a24 · outbound

This paper cites An image is worth 16x16 words: Transformers for image recognition at scale.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection An image is worth 16x16 words: Transformers for image recognition at scale

Reference 2019

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:27.758381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:14.712053Z digest=sha256:7de3c73c8911fdb6e4844f36327f11430af193c8c6272423d4950bba48beb197

Observation 2ada117b-4c47-419a-a94e-fc8582068dcc · outbound

This paper cites Detecting curve text in the wild: New dataset and new solution.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Detecting curve text in the wild: New dataset and new solution

Reference 2020

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:26.195049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:15.847577Z digest=sha256:1e9ece13bc03d574a2bd2c5fac82134af2b068d863084806f85ee8c47a8a702a

Observation feb003e1-f0dd-4446-859f-d878b709b152 · outbound

This paper cites I3CL: Intra-and inter-instance collaborative learning for arbitrary-shaped scene text detection.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection I3CL: Intra-and inter-instance collaborative learning for arbitrary-shaped scene text detection

Reference 2021

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:27.579139Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:14.814052Z digest=sha256:80bab246d6bd5a9c8d70e2aa1a221bb65a97ba9557d1f646de1790f0da1f8c74

Observation f221c6e2-fbba-40f4-870d-b79b08e6fe18 · outbound

This paper cites Synthetic data for text localization in nat- ural images.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Synthetic data for text localization in nat- ural images

Reference 2022

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:27.454525Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:14.898997Z digest=sha256:d53cdce1e65cabf95dd37bd455cf761c380f7750e8ca7ff8ce99993992e23f01

Observation dce1e83f-05f7-4a46-aaf9-253ef57e7aaf · outbound

This paper cites Icdar 2013 robust reading competition.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Icdar 2013 robust reading competition

Reference 2023

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:26.798798Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:15.337174Z digest=sha256:994f490177322630c78c1c962e6c6f2e1142601c8955f379fdb4760b159fedec

Observation 3cd94855-4466-4b91-be4a-fca7565a97ba · outbound

This paper cites Textdiffuser: Diffusion models as text painters.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Textdiffuser: Diffusion models as text painters

Reference 2024

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:28.429754Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:14.409999Z digest=sha256:11bf5474004d88c8646190606e7e47155e77b20a1f81c7140344991ad77b1119

Observation adeb3dc0-8a1a-4e00-befb-1db5fda2aed9 · outbound

This paper cites Icdar2017 robust reading challenge on multi-lingual scene text detection and script identification-rrc-mlt.

The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection Icdar2017 robust reading challenge on multi-lingual scene text detection and script identification-rrc-mlt

Reference 2025

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T15:17:25.025580Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-08-07T15:17:16.793994Z digest=sha256:9ce029bfe27b70ea7fb1e8633cc3b5bbd2bff26d370a9cf4add4a47373db1d5f

Pith citing papers

Observation 60d920da-3ac4-4aa7-9f69-33cbecf20565 · inbound

StyleTextGen: Style-Conditioned Multilingual Scene Text Generation cites this paper.

StyleTextGen: Style-Conditioned Multilingual Scene Text Generation The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection

Reference 2

Resolution
verified exact
arxiv_id, observed 2026-05-15T04:55:03.039023Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

source=pdf_text observed=2026-05-15T04:54:52.729257Z digest=sha256:ddae2d945b268d65b874fd9d9ae20a184ba07fe4386ddaf2f7099aedbf65f3a5

Observation f76869ce-3856-4891-93de-23eed28679f3 · inbound

Orthogonal Knowledge Refreshing for Domain-Incremental Object Detection cites this paper.

Orthogonal Knowledge Refreshing for Domain-Incremental Object Detection The Devil is in Fine-tuning and Long-tailed Problems:A New Benchmark for Scene Text Detection

Reference 2

Resolution
unresolved
no resolver link, observed 2026-08-01T18:23:26.515073Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-01T18:23:26.515073Z digest=sha256:c6652bfe91cfbc1049a4ad3e7019f68e207a0eeec35eafc877d59c0cdf2f1442