Paper Citation Record · LEDGER

RVTBench: A Benchmark for Visual Reasoning Tasks

As of 20 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 2 inbound Pith citation observations for arXiv:2505.11838.

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

pith.paper-citation-record.v1
2505.11838 v1

Coverage vector

measured 34 of 34 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-15T20:51:23.446353Z

measured 36 of 36 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 2026-08-07T14:27:16.976460Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T15:06:23.031057Z

Reference resolution

34 of 34 outbound references displayed

verified exact0
verified fuzzy14
unresolved20
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 8e680066-1f75-4a95-a243-71fa7857e919 · outbound

This paper cites ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation.

RVTBench: A Benchmark for Visual Reasoning Tasks ViCaS: A Dataset for Combining Holistic and Pixel-level Video Understanding using Captions with Grounded Segmentation

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.254343Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 34882888-5cec-4b6f-919e-4ef0d2094c8a · outbound

This paper cites One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos.

RVTBench: A Benchmark for Visual Reasoning Tasks One Token to Seg Them All: Language Instructed Reasoning Segmentation in Videos

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.260639Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 12c5b776-0ac1-4bc1-af6a-dca2f5e25f46 · outbound

This paper cites Xmem++: Production- level video segmentation from few annotated frames, 2023.

RVTBench: A Benchmark for Visual Reasoning Tasks Xmem++: Production- level video segmentation from few annotated frames, 2023

Reference 3

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:24.150188Z

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.

Observation 7897e6b0-a00e-4187-b006-4e2760cabde0 · outbound

This paper cites Janus-pro: Unified multimodal understanding and generation with data and model scaling, 2025.

RVTBench: A Benchmark for Visual Reasoning Tasks Janus-pro: Unified multimodal understanding and generation with data and model scaling, 2025

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.271687Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 805914a6-098d-40d1-b5bf-a4fb9b3b2701 · outbound

This paper cites Sam4mllm: Enhance multi-modal large language model for referring expression segmentation, 2024.

RVTBench: A Benchmark for Visual Reasoning Tasks Sam4mllm: Enhance multi-modal large language model for referring expression segmentation, 2024

Reference 5

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:24.115768Z

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.

Observation 422a5c2e-4f7b-4fa1-b54e-d0b46be65419 · outbound

This paper cites Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level.

RVTBench: A Benchmark for Visual Reasoning Tasks Motion-Grounded Video Reasoning: Understanding and Perceiving Motion at Pixel Level

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.282593Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cbc2b7bd-64f1-40b5-a847-4636b91678cc · outbound

This paper cites Everingham, L.

RVTBench: A Benchmark for Visual Reasoning Tasks Everingham, L

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.289701Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d172bf3b-e681-4412-84d1-908fcb2b2f95 · outbound

This paper cites Digital twin: Enabling technologies, challenges and open research.IEEE access, 8:108952–108971, 2020.

RVTBench: A Benchmark for Visual Reasoning Tasks Digital twin: Enabling technologies, challenges and open research.IEEE access, 8:108952–108971, 2020

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:24.086547Z

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.

Observation 63ce6d0f-a584-4b73-8131-2c060e0922cd · outbound

This paper cites Referitgame: Referring to objects in photographs of natural scenes.

RVTBench: A Benchmark for Visual Reasoning Tasks Referitgame: Referring to objects in photographs of natural scenes

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.301281Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42903a0d-c5dc-434f-9e9a-abdd7a535443 · outbound

This paper cites Segment Anything.

RVTBench: A Benchmark for Visual Reasoning Tasks Segment Anything

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.306481Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d704716a-fa1d-42b6-b31f-e0eef824911a · outbound

This paper cites Lisa: Reasoning segmentation via large lan- guage model.

RVTBench: A Benchmark for Visual Reasoning Tasks Lisa: Reasoning segmentation via large lan- guage model

Reference 11

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:24.052559Z

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.

Observation e4374edf-791c-4c0e-998a-00a51428e29c · outbound

This paper cites ROUGE: A package for automatic evaluation of summaries.

RVTBench: A Benchmark for Visual Reasoning Tasks ROUGE: A package for automatic evaluation of summaries

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.317126Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 583d79b6-4ff8-4f86-a8ce-a89d419e66a1 · outbound

This paper cites Gres: Generalized referring expression segmen- tation.

RVTBench: A Benchmark for Visual Reasoning Tasks Gres: Generalized referring expression segmen- tation

Reference 13

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:24.021668Z

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.

Observation 28c4ee78-8c3b-4378-972b-61ccd2fd1486 · outbound

This paper cites Improved baselines with visual instruction tuning.

RVTBench: A Benchmark for Visual Reasoning Tasks Improved baselines with visual instruction tuning

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.327859Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae2af742-7edd-4654-8d7f-e19283d5282e · outbound

This paper cites Martin, C.C.

RVTBench: A Benchmark for Visual Reasoning Tasks Martin, C.C

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:23.989226Z

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.

Observation 2abda5ed-62e6-4589-9cf1-9152da8e5c90 · outbound

This paper cites DINOv2: Learning Robust Visual Features without Supervision.

RVTBench: A Benchmark for Visual Reasoning Tasks DINOv2: Learning Robust Visual Features without Supervision

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.339077Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e3676ed-5d4f-4af4-a22a-bf0e101c5f3e · outbound

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

RVTBench: A Benchmark for Visual Reasoning Tasks Bleu: a method for automatic evaluation of machine translation

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:23.970610Z

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.

Observation 6e35947e-a3ff-4c48-bf91-bbde11a1bb14 · outbound

This paper cites A benchmark dataset and evaluation methodology for video object segmentation.

RVTBench: A Benchmark for Visual Reasoning Tasks A benchmark dataset and evaluation methodology for video object segmentation

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:23.952740Z

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.

Observation a0e26df5-3a01-4e44-a9cd-d13b90858a42 · outbound

This paper cites The 2017 DAVIS Challenge on Video Object Segmentation.

RVTBench: A Benchmark for Visual Reasoning Tasks The 2017 DAVIS Challenge on Video Object Segmentation

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.355634Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 749cc0db-76fc-482e-86c7-82b27f89d329 · outbound

This paper cites SAM 2: Segment Anything in Images and Videos.

RVTBench: A Benchmark for Visual Reasoning Tasks SAM 2: Segment Anything in Images and Videos

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.361726Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 06228c88-94ec-4723-b1ee-26566f01bdfd · outbound

This paper cites Position: Foundation Models Need Digital Twin Representations.

RVTBench: A Benchmark for Visual Reasoning Tasks Position: Foundation Models Need Digital Twin Representations

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.368139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 62b0afb7-0921-484b-badd-43cd1bcd0375 · outbound

This paper cites Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins.

RVTBench: A Benchmark for Visual Reasoning Tasks Operating Room Workflow Analysis via Reasoning Segmentation over Digital Twins

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.374228Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e55708a-603f-41ed-aa0a-36ed465d4690 · outbound

This paper cites Online Reasoning Video Segmentation with Just-in-Time Digital Twins.

RVTBench: A Benchmark for Visual Reasoning Tasks Online Reasoning Video Segmentation with Just-in-Time Digital Twins

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.380256Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 42c786ed-fef0-4fae-ab8f-39b389c18581 · outbound

This paper cites Lawrence Zitnick, and Devi Parikh.

RVTBench: A Benchmark for Visual Reasoning Tasks Lawrence Zitnick, and Devi Parikh

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:23.931753Z

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.

Observation 7cf4adea-803f-4cda-8f0f-eccdb8d42e9c · outbound

This paper cites Llm-seg: Bridging image segmentation and large language model reasoning.

RVTBench: A Benchmark for Visual Reasoning Tasks Llm-seg: Bridging image segmentation and large language model reasoning

Reference 25

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:23.910848Z

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.

Observation 14a70f1a-4931-403f-8dd6-fad8a0633870 · outbound

This paper cites Segllm: Multi-round reasoning segmentation, 2024.

RVTBench: A Benchmark for Visual Reasoning Tasks Segllm: Multi-round reasoning segmentation, 2024

Reference 26

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:23.892898Z

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.

Observation 56a76897-c4e1-4fd7-b743-4b9ea84bbda0 · outbound

This paper cites Lasagna: Language-based segmentation assistant for complex queries, 2024.

RVTBench: A Benchmark for Visual Reasoning Tasks Lasagna: Language-based segmentation assistant for complex queries, 2024

Reference 27

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:23.874487Z

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.

Observation d02c3672-f246-43ac-8afc-3e7fd41b5990 · outbound

This paper cites Qwen2.5-Omni Technical Report.

RVTBench: A Benchmark for Visual Reasoning Tasks Qwen2.5-Omni Technical Report

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.410640Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 03755c2a-6af6-4934-a85d-088efd0306c3 · outbound

This paper cites VISA: Reasoning Video Object Segmentation via Large Language Models.

RVTBench: A Benchmark for Visual Reasoning Tasks VISA: Reasoning Video Object Segmentation via Large Language Models

Reference 29

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.416348Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 991fbe76-f7df-4c96-96ff-6e76c5251d9d · outbound

This paper cites Depth Anything V2.

RVTBench: A Benchmark for Visual Reasoning Tasks Depth Anything V2

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.422083Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bd2367ed-de77-4e77-874c-ef2343081878 · outbound

This paper cites An improved baseline for reasoning segmentation with large language model.CoRR, 2023.

RVTBench: A Benchmark for Visual Reasoning Tasks An improved baseline for reasoning segmentation with large language model.CoRR, 2023

Reference 31

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:23.850985Z

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.

Observation e009d8a3-2fb4-4e60-ba33-5ddb3b359de0 · outbound

This paper cites Weinberger, and Yoav Artzi.

RVTBench: A Benchmark for Visual Reasoning Tasks Weinberger, and Yoav Artzi

Reference 32

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.435325Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d86e2f1-943f-4fa1-9aea-55f1a324d422 · outbound

This paper cites ViLLa: Video Reasoning Segmentation with Large Language Model.

RVTBench: A Benchmark for Visual Reasoning Tasks ViLLa: Video Reasoning Segmentation with Large Language Model

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-15T20:51:23.440766Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d6895ee-478d-40f7-a485-464f523808ce · outbound

This paper cites Scanreason: Empowering 3d visual grounding with reasoning capabilities.

RVTBench: A Benchmark for Visual Reasoning Tasks Scanreason: Empowering 3d visual grounding with reasoning capabilities

Reference 34

Resolution: verified fuzzy; raw_fallback, observed 2026-08-15T20:51:23.812351Z

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.

Pith citing papers

Observation ab7aff1f-a7d5-44b9-82d4-6c5c1e4bc53a · inbound

Reasoning Segmentation for Images and Videos: A Survey cites this paper.

Reasoning Segmentation for Images and Videos: A Survey RVTBench: A Benchmark for Visual Reasoning Tasks

Reference 72

Resolution: unresolved; no resolver link, observed 2026-08-07T14:27:16.976460Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9c38a73e-c019-4a1e-a51a-9686a1255dcc · inbound

Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction cites this paper.

Temporally-Constrained Video Reasoning Segmentation and Automated Benchmark Construction RVTBench: A Benchmark for Visual Reasoning Tasks

Reference 9

Resolution: verified exact; local_arxiv, observed 2026-08-06T15:06:23.035823Z

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.