Pith. sign in

Paper Citation Record · LEDGER

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline

As of 9 August 2026, this Paper Citation Record lists 54 of 54 outbound references and 1 inbound Pith citation observation for arXiv:2506.07631.

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

pith.paper-citation-record.v1
2506.07631 v1

Coverage vector

measured 54 of 54 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T05:35:07.583094Z

measured 55 of 55 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 1 of 1 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-05-10T00:37:31.858728Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-11T13:46:04.495893Z

Reference resolution

54 of 54 outbound references displayed

  • verified exact0
  • verified fuzzy30
  • unresolved23
  • parse uncertain0
  • malformed identifier1
  • metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation a698ff26-3eba-45e9-b2d2-cf84461c5a1a · outbound

This paper cites Qwen2.5-VL Technical Report.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Qwen2.5-VL Technical Report

Reference 1

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.435004Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.435004Z digest=sha256:904d25baf914b6aa433e83190eb3db321c393f476d6f81b7d02aebb746eb2a57

Observation 8eb4b810-a136-4be7-b291-2ec097ada382 · outbound

This paper cites METEOR: An automatic metric for MT evaluation with improved correlation with human judgments.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline METEOR: An automatic metric for MT evaluation with improved correlation with human judgments

Reference 2

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.946331Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.438310Z digest=sha256:04c26179e5eb920d860378c14b8e5430568e60507d79e285b0a1b5ac740d0ad8

Observation 479df1c2-020a-454a-896c-68894a29167d · outbound

This paper cites PaLI: A jointly-scaled multilingual language-image model.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline PaLI: A jointly-scaled multilingual language-image model

Reference 3

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.934239Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.443963Z digest=sha256:ac93810e30a76167da7316e74792e3a3ee420d3be16bc1327f37e6192c010e25

Observation 27d4ff1a-11a0-45b8-910e-04c5a93d8351 · outbound

This paper cites Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Janus-Pro: Unified Multimodal Understanding and Generation with Data and Model Scaling

Reference 4

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.446888Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.446888Z digest=sha256:04c26950345372c3829821a759d73ffd7121bfc6fac8d07b3cf948f1e7fddde4

Observation 53fbbc67-d2d4-4fc2-bac8-a318076e6602 · outbound

This paper cites Gonzalez, Ion Stoica, and Eric P.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Gonzalez, Ion Stoica, and Eric P

Reference 5

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.449855Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.449855Z digest=sha256:8eb057ca4d0c3281d31b1f528b8040f74758c8717d85d3c3fd71809d307f3097

Observation 270af464-4c58-49ca-9630-563903c529d6 · outbound

This paper cites Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Chi, Jeff Dean, Jacob Devlin, Adam Roberts, Denny Zhou, Quoc V

Reference 6

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.923107Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.452468Z digest=sha256:21631069b45bd31d206659a7b587c98662d8e9f8d6d7ee35e683a66aaf6187ab

Observation ed8982a7-d2fc-449e-98d1-f8f1d0d212eb · outbound

This paper cites Instructblip: towards general-purpose vision-language models with instruction tuning.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Instructblip: towards general-purpose vision-language models with instruction tuning

Reference 7

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.916590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.455003Z digest=sha256:3dd99abb7aa1676e7c9bd00edba5d219d76f7cee51e7feb4d23b7ae30c386fae

Observation baa7c1ba-3632-4bca-a52a-8f4e2dce9c8f · outbound

This paper cites Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Molmo and PixMo: Open Weights and Open Data for State-of-the-Art Vision-Language Models

Reference 8

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.458162Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.458162Z digest=sha256:310d8ea785793334830d49b2d9637d132fd4da21e2a60b4fd202ef2824987377

Observation 93ed0f7c-a450-4603-a1d2-da3006019d51 · outbound

This paper cites Benchmarking and Improving Detail Image Caption.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Benchmarking and Improving Detail Image Caption

Reference 9

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.461098Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.461098Z digest=sha256:4de06769a55587929655d1a799625cb274c7cdcf28862bbd6aeac1e7c1f2d8bf

Observation 4db09c24-f488-4881-8158-138eac228506 · outbound

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

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline An image is worth 16x16 words: Transformers for image recognition at scale

Reference 10

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.909739Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.463988Z digest=sha256:e4b9e9ee1423f29091787c5bc2fcf2d9efb7b0b35a99fb1b717eda91960afe96

Observation 5b5b20c8-6260-4470-8d9e-05d599382861 · outbound

This paper cites ImageInWords: Unlocking hyper-detailed image descriptions.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline ImageInWords: Unlocking hyper-detailed image descriptions

Reference 11

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.902682Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.466643Z digest=sha256:235d3f9ddb01e5cbf061d700cb60fc7a872bf3b819b3c055b5db2b14cbde6ea3

Observation 00429a25-d334-470e-bb00-237aa9d608e2 · outbound

This paper cites Introduction to Cloud TPU.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Introduction to Cloud TPU

Reference 12

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.895840Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.469044Z digest=sha256:10d54579b62257e2f107ba7768a193f39540f5c012a9a45450db3e7c134aa5eb

Observation 58414489-db00-4662-84d5-bb10564d0cc7 · outbound

This paper cites Mismatch quest: Visual and textual feedback for image-text misalignment.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Mismatch quest: Visual and textual feedback for image-text misalignment

Reference 13

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.889118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.471735Z digest=sha256:8848f194e127c486976791aedc04a1c26e46c5c7bc88260d10ccfdcf3486a870

Observation da339998-dab3-4d0b-a6c8-e6ea65c908e7 · outbound

This paper cites Detecting and preventing hallucinations in large vision language models.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Detecting and preventing hallucinations in large vision language models

Reference 14

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.882011Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.474145Z digest=sha256:0a951f484e8c8475502c2103486d3c98778f5ae4ebbf85d010480b81517a1015

Observation 9b74b747-10e4-48f3-b959-6a2449631279 · outbound

This paper cites CLIPScore: A reference-free evaluation metric for image captioning.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline CLIPScore: A reference-free evaluation metric for image captioning

Reference 15

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.875388Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.476996Z digest=sha256:2ef92daaee1a86b8f2f65bf639e0b5849e53a8b8179429a0f74df94ff153bdb1

Observation e3c4262f-ab98-4df4-8fc0-66e74fa290e6 · outbound

This paper cites Framing image description as a ranking task: data, models and evaluation metrics.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Framing image description as a ranking task: data, models and evaluation metrics

Reference 16

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.868901Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.479427Z digest=sha256:c25cd76460c89ec386cfbced68e256d403651f5cd7dffaa7aa693975757a9ddc

Observation f026e767-4666-4cc0-9497-4da2bdff22b2 · outbound

This paper cites an unresolved cited work.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Unresolved cited work

Reference 17

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:35:07.861979Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.481837Z digest=sha256:c57341e4184e921ab26519e5b779b24a8a23960b91a11f843bb69d4a4e2dcb8e

Observation 6ee8ef04-b5d7-4cd2-bbf3-28b4fa1456f1 · outbound

This paper cites Do LVLMs understand charts? analyzing and correcting factual errors in chart captioning.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Do LVLMs understand charts? analyzing and correcting factual errors in chart captioning

Reference 18

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.855410Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.484231Z digest=sha256:84dcbc2be90aa7508d0ac5b8b20b302e53f8c3940954955202df4eaeaed9fdd5

Observation c10a282a-7fc5-4b5a-bc80-eb01733261b8 · outbound

This paper cites Kingma and Jimmy Ba.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Kingma and Jimmy Ba

Reference 19

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.848156Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.487029Z digest=sha256:b5ea6fa2c248ba685258342b6cc869b52f110de9b6be0d1802f553ce72d0973d

Observation 7d5a2202-4b96-4910-a1e8-b7e8123a3d14 · outbound

This paper cites LLaVA-OneVision: Easy Visual Task Transfer.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline LLaVA-OneVision: Easy Visual Task Transfer

Reference 20

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.489480Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.489480Z digest=sha256:9ec9a3c12e9877b7b0cecb9922854bfb4a8e6895dcef05c820bf98e6acd1827f

Observation ed179776-c3de-48b3-a72b-2e5bc05cf3fa · outbound

This paper cites Vila: On pre- training for visual language models.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Vila: On pre- training for visual language models

Reference 21

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.841343Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.492435Z digest=sha256:725a9a97c84c72c446e91a0232e369006940a25f020b9ce608ffd5ede6e9a396

Observation d2b7dd9c-827d-46e6-b486-e59f8556e1f2 · outbound

This paper cites Lawrence Zitnick.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Lawrence Zitnick

Reference 22

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.833082Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.494820Z digest=sha256:51f061f4ba18c2e60c7ffd843091304016cbdf05106cee1fd833d421803089d9

Observation c0536a6b-aa74-4052-a0de-cb03805b32ab · outbound

This paper cites Evaluating text-to-visual generation with image-to-text generation.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Evaluating text-to-visual generation with image-to-text generation

Reference 23

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.826004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.497218Z digest=sha256:7a12f8ffe4990bf2714ac3b3bac26d907b5a34ec3a292112590d94914dcf1305

Observation 5d7d1135-193e-4669-aaea-8321d973851e · outbound

This paper cites Improved baselines with visual instruction tuning.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Improved baselines with visual instruction tuning

Reference 24

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.818898Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.499885Z digest=sha256:e047166485b9492c917261d00a9c4dde35bec05c4c72b69b6f24fb90efe8221b

Observation 28a2f46a-a425-4eb4-9c59-031ae6cc6d40 · outbound

This paper cites Docci: Descriptions of connected and contrasting images.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Docci: Descriptions of connected and contrasting images

Reference 25

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.811678Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.503336Z digest=sha256:ba75f8acfd16d3a18051b172faad3dc93af7c926232aee50ac0a1053f920f9a7

Observation b32feda1-5d3a-49bf-a056-56156982c13d · outbound

This paper cites an unresolved cited work.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Unresolved cited work

Reference 26

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:35:07.804123Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.506232Z digest=sha256:61f8a8b70c1c39b7efddbcf3f7264662278930c9065624a263413adbedbca6d7

Observation 6adbeb1c-9aa9-4d2c-a282-e14835d550a8 · outbound

This paper cites Bleu: a method for automatic evaluation of machine translation.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Bleu: a method for automatic evaluation of machine translation

Reference 27

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.797118Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.509039Z digest=sha256:c98660eef1602607cd1fe490f17a3b7ddb4907adfb727abd895da8f719b057e6

Observation 01c5bb67-97aa-4307-b822-23c4b0923c50 · outbound

This paper cites Learning transferable visual models from natural language supervision.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Learning transferable visual models from natural language supervision

Reference 28

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.789834Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.512393Z digest=sha256:a453f0db9b08f9526519dab1c9d211a160661b3ac633b37ef179a1dbc0a2221d

Observation f81ab1bd-c0d0-4383-882c-a2c575c473bb · outbound

This paper cites Gemma 2: Improving Open Language Models at a Practical Size.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Gemma 2: Improving Open Language Models at a Practical Size

Reference 29

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.515135Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.515135Z digest=sha256:d0424c844ee1aa391150f4686d8777bff860b1d7cb35a056340f6c18602754eb

Observation dfc8e028-6494-4d55-ae5a-3de433ac0403 · outbound

This paper cites Evolution of image caption- ing models: An overview.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Evolution of image caption- ing models: An overview

Reference 30

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.782633Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.517774Z digest=sha256:41cc5016c4d64cb4a3abbed7924912e2f444f3961f06c7da7483d3bc52062c25

Observation b6ded4f9-7803-49ef-b871-2b2a4e2f502b · outbound

This paper cites Laion-5b: an open large-scale dataset for training next generation image-text models.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Laion-5b: an open large-scale dataset for training next generation image-text models

Reference 31

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.775253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.520288Z digest=sha256:c9486080693474d47d7949b4b1cdc9764cba582d9cb3c3df179a201518cdc744

Observation 870ff1d8-71d0-4e27-955d-c88f3bcc5cd2 · outbound

This paper cites From pixels to prose: A large dataset of dense image captions, 2024.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline From pixels to prose: A large dataset of dense image captions, 2024

Reference 32

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.523317Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.523317Z digest=sha256:62f14fb83817d64e7e87325cbdb332d84f2f179694baa1e08e66df4b12d15896

Observation fa65ea0e-175f-4a31-835c-84fb82993926 · outbound

This paper cites From Show to Tell: A Survey on Deep Learning-Based Image Captioning.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline From Show to Tell: A Survey on Deep Learning-Based Image Captioning

Reference 33

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.763826Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.525768Z digest=sha256:ec8a5ff2a83e21ee70c0547407f012f216a381f1fc55a5c41b77af0da772fc42

Observation 4169548e-f6e4-4bd6-bddd-611cf0a95c0e · outbound

This paper cites PaliGemma 2: A Family of Versatile VLMs for Transfer.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline PaliGemma 2: A Family of Versatile VLMs for Transfer

Reference 34

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.528227Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.528227Z digest=sha256:995e0ca5be445979bded8368a113256bc473f1b27c23e294398fc8b019f7bd4c

Observation 9d65c75c-cad6-4318-8127-4ec2ffe74caa · outbound

This paper cites an unresolved cited work.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Unresolved cited work

Reference 35

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:35:07.756381Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.531500Z digest=sha256:5e48fc0b7d457443ee37e23b35dedab21ae38aa0cdc0c3b758a8459bbc680d14

Observation 9d1ec902-a004-4b2a-b951-32909accae14 · outbound

This paper cites Llama 2: Open foundation and fine-tuned chat models, 2023.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Llama 2: Open foundation and fine-tuned chat models, 2023

Reference 36

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.535265Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.535265Z digest=sha256:00238934911769d17596b1b78f97435daeb57af33f75b16ba728d5551f068799

Observation adb891f5-f650-4737-bb94-328720ecc0e8 · outbound

This paper cites Siglip 2: Multilingual vision-language encoders with improved semantic understanding, localization, and dense features, 2025.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Siglip 2: Multilingual vision-language encoders with improved semantic understanding, localization, and dense features, 2025

Reference 37

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.537778Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.537778Z digest=sha256:34d8afc475a89e46e0f5683ed27f76af44553f1f359c39da78a49d23a21e706e

Observation a33b874f-4138-4aa7-84ea-52518df756b6 · outbound

This paper cites A picture is worth more than 77 text tokens: Evaluating clip-style models on dense captions.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline A picture is worth more than 77 text tokens: Evaluating clip-style models on dense captions

Reference 38

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.741579Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.540869Z digest=sha256:73312cbfcd5d5524dba42ac971a4b3905c5477d0bffc508b4ed6b4dc3353181a

Observation 4df971a6-20bf-4fa5-b3a8-7c0fc3b63243 · outbound

This paper cites Lawrence Zitnick, and Devi Parikh.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Lawrence Zitnick, and Devi Parikh

Reference 39

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.734241Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.543987Z digest=sha256:353760eb7d9b150665d031aa02c8935d382baca417d16549161792d7af766307

Observation 7152beaf-d503-4d06-b6bb-1648e3db36e0 · outbound

This paper cites Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Qwen2-VL: Enhancing Vision-Language Model's Perception of the World at Any Resolution

Reference 40

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.546459Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.546459Z digest=sha256:d18b27be4d041da56c3f3e88159cd9693b5000f7248ea1a4525a93d198ca5ece

Observation 6ec42933-9658-4d4d-bae5-cb32631ca441 · outbound

This paper cites Emu3: Next-Token Prediction is All You Need.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Emu3: Next-Token Prediction is All You Need

Reference 41

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.549120Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.549120Z digest=sha256:7d0e157b9dffd031b3ca5e648baa90ed669e03735ccd4b7dcbfcb63aa669776a

Observation bc5b6261-c4eb-4123-88ea-6c5fb6c53f77 · outbound

This paper cites Revisiting text-to-image evaluation with gecko: on metrics, prompts, and human rating.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Revisiting text-to-image evaluation with gecko: on metrics, prompts, and human rating

Reference 42

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.726867Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.551604Z digest=sha256:47e1c446fac74c33efd43cab3e2132135461dc46914492cf8852ef384b7e3244

Observation e1551c2c-82c2-4a37-aec7-4f2a0c12697f · outbound

This paper cites Qwen2 technical report, 2024.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Qwen2 technical report, 2024

Reference 43

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.555473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.555473Z digest=sha256:25ed81a7cbbbe5214051748be0c294baabcb7bd217eb3979dab7351069f6dbbc

Observation 0310f027-9950-4b41-863d-1b89ca84d92a · outbound

This paper cites What you see is what you read? improving text-image alignment evaluation.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline What you see is what you read? improving text-image alignment evaluation

Reference 44

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.716021Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.558115Z digest=sha256:2a1b7f6bd37a0db1982409b08fb575f9d0ac63f8cd1a9f96f65739b4e777040f

Observation 2ddfef96-d776-4305-8989-119c3390fb8a · outbound

This paper cites mplug-owl3: Towards long image-sequence understanding in multi-modal large language models, 2024.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline mplug-owl3: Towards long image-sequence understanding in multi-modal large language models, 2024

Reference 45

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.561117Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.561117Z digest=sha256:d6a443cdc884bb36d5a83184a1f743a7116be5134c3c12299269ebb37edb3bff

Observation 45fbf3a6-f8c4-447e-acfb-1b7a95a42332 · outbound

This paper cites mplug-owl2: Revolutionizing multi-modal large language model with modality collaboration.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline mplug-owl2: Revolutionizing multi-modal large language model with modality collaboration

Reference 46

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.704871Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.564147Z digest=sha256:736e707e669b3baea77333f34b6347f50c3c19d9cda50f99a285e9a4b359db66

Observation 44a46f49-79fe-40a8-a003-58ce9ac93070 · outbound

This paper cites From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline From image descriptions to visual denotations: New similarity metrics for semantic inference over event descriptions

Reference 47

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.567482Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.567482Z digest=sha256:c6ab7367009c9f14da24cfa3c5acd12b4ee22c37569279135bc1e246c1cdaad8

Observation 33bd29fd-1b00-4cde-9719-c3bd5a63c087 · outbound

This paper cites Sigmoid loss for language image pre-training.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Sigmoid loss for language image pre-training

Reference 48

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.693511Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.569998Z digest=sha256:81f87d53b2391e9f0e52fcc0c9d384e37ea5c945363b76c99994dbaa8052590e

Observation 0311e37c-d5b8-4557-a6e6-d75824dd8a54 · outbound

This paper cites MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline MiniGPT-4: Enhancing Vision-Language Understanding with Advanced Large Language Models

Reference 49

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.572403Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.572403Z digest=sha256:d26ce28ffef9ad8da212a30efa8861e52f17e64a2e384f25a5108238b456a447

Observation fa88539a-0b38-4748-bd8b-b1178932fae6 · outbound

This paper cites an unresolved cited work.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Unresolved cited work

Reference 51

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:35:07.686449Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.574912Z digest=sha256:65f6b11c1136b048a256587413c21f8d34046be20d0ede6ba3898593b18dab4c

Observation 1efc8f4c-1b0b-4c6a-bdbf-7ab75ac87d99 · outbound

This paper cites an unresolved cited work.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Unresolved cited work

Reference 52

Resolution
unresolved
raw_fallback, observed 2026-08-07T05:35:07.679373Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.577669Z digest=sha256:c12c775eb3bb4b9debd169f2b71978b28ed63ce0496f833cc46c3f809d65243d

Observation 3bc65447-487a-4373-a571-61a820d92695 · outbound

This paper cites In each leaderboard (Tables 7, 9, and 8), rows list the 14 caption-generating VLMs from DOCCI- Critique (details in Table 2).

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline In each leaderboard (Tables 7, 9, and 8), rows list the 14 caption-generating VLMs from DOCCI- Critique (details in Table 2)

Reference 53

Resolution
malformed identifier
raw_fallback, observed 2026-08-07T05:35:07.672282Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.580333Z digest=sha256:529d42d3a10777fbf3f984599ab6ee38105b0219e387c1028ad637b1dbab6b93

Observation b542ba00-98fa-4bd2-a0ba-08e97a60804b · outbound

This paper cites The pig back hooves are pink, not black. The front hooves are not visible.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline The pig back hooves are pink, not black. The front hooves are not visible

Reference 54

Resolution
verified fuzzy
raw_fallback, observed 2026-08-07T05:35:07.664367Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-08-07T05:35:07.583094Z digest=sha256:bd61ab97e6563e4a92159008c04ed67c79e46017e2bdd38b4bdd0e0dfd39e55e

Observation 2da8a43c-4187-412b-a090-a75b1583a7e4 · outbound

This paper cites an unresolved cited work.

Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline Unresolved cited work

Reference 2005

Resolution
unresolved
no resolver link, observed 2026-08-07T05:35:07.441050Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T05:35:07.441050Z digest=sha256:eaf5b764a10c9f940c4607b02f753a71120f5103df1e306ae89da703ddfce1c0

Pith citing papers

Observation 2e6f6cf1-5234-48f3-8b61-d07c1bd0f19d · inbound

Building a Precise Video Language with Human-AI Oversight cites this paper.

Building a Precise Video Language with Human-AI Oversight Unblocking Fine-Grained Evaluation of Detailed Captions: An Explaining AutoRater and Critic-and-Revise Pipeline

Reference 21

Resolution
verified exact
arxiv_id, observed 2026-05-11T13:46:04.497600Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

source=pdf_text observed=2026-05-10T00:37:31.858728Z digest=sha256:df9bff4bfcb733ba87fe921d7dd95171ca42701784bd6fa3f577dada5e4202a6