Paper Citation Record · LEDGER

LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

As of 4 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 30 inbound Pith citation observations for arXiv:2312.17240.

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

pith.paper-citation-record.v1
2312.17240 v3

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 30 of 30 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-04T06:34:03.388597+00:00

measured 30 of 30 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-04T17:37:43.652138Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-07-08T02:04:26.295057Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 187437e8-6175-4583-8aab-06a929c0177a · inbound

Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement cites this paper.

Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 41

Resolution: verified exact; arxiv_id, observed 2026-05-16T12:31:43.561548Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9ec78942-fa8f-4d43-9ca0-bbefc02526b5 · inbound

Mitigating Object Hallucinations via Sentence-Level Early Intervention cites this paper.

Mitigating Object Hallucinations via Sentence-Level Early Intervention LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-05-25T08:35:32.505195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 62f8d31d-e6ab-4856-8fba-4b6b33b1b816 · inbound

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation cites this paper.

SCOPE: Speech-guided COllaborative PErception Framework for Surgical Scene Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-04T17:37:43.652138Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b8e6c691-003d-4ddb-9931-4eabec1e20c5 · inbound

MediRound: Multi-Round Entity-Level Reasoning Segmentation in Medical Images cites this paper.

MediRound: Multi-Round Entity-Level Reasoning Segmentation in Medical Images LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 47

Resolution: unresolved; no resolver link, observed 2026-08-03T22:08:38.407309Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a4c3445f-89dd-4afc-95ac-78bf5213f0a9 · inbound

Grounding Everything in Tokens for Multimodal Large Language Models cites this paper.

Grounding Everything in Tokens for Multimodal Large Language Models LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 75

Resolution: verified exact; arxiv_id, observed 2026-05-16T23:31:21.918494Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 42dec495-3e45-4b10-b056-02b1f948c5e3 · inbound

IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation cites this paper.

IBISAgent: Reinforcing Pixel-Level Visual Reasoning in MLLMs for Universal Biomedical Object Referring and Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-16T17:33:10.089758Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 09cc0b98-6fe9-4af3-849a-c95f70d962c9 · inbound

StAR: Segment Anything Reasoner cites this paper.

StAR: Segment Anything Reasoner LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-02T18:14:38.024845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7783ed9-6660-4ed5-a53b-1abea29bc48d · inbound

Speak, Segment, Track, Navigate: An Interactive System for Video-Guided Skull-Base Surgery cites this paper.

Speak, Segment, Track, Navigate: An Interactive System for Video-Guided Skull-Base Surgery LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 20

Resolution: verified exact; arxiv_id, observed 2026-05-15T09:49:54.432320Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4da97aa2-503b-4371-bb13-ba41ad31e781 · inbound

Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation cites this paper.

Tarot-SAM3: Training-free SAM3 for Any Referring Expression Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 52

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T05:21:01.049928Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation a5064ee8-1523-4465-bc78-854d3e1168a2 · inbound

WildDet3D: Scaling Promptable 3D Detection in the Wild cites this paper.

WildDet3D: Scaling Promptable 3D Detection in the Wild LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 60

Resolution: verified exact; arxiv_id, observed 2026-05-11T06:26:00.559406Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0fb09e23-dbbf-4626-9f6d-71729ae88fd2 · inbound

Online Reasoning Video Object Segmentation cites this paper.

Online Reasoning Video Object Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 53

Resolution: metadata mismatch; arxiv_id, observed 2026-05-11T10:26:03.169679Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4ae23ad6-39e9-4c56-82c5-b0cc1aa60114 · inbound

PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation cites this paper.

PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-05-10T09:23:37.155620Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ff21ad11-394f-41f6-a46c-ea23bfa7bf56 · inbound

PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation cites this paper.

PixDLM: A Dual-Path Multimodal Language Model for UAV Reasoning Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-02T16:10:02.902806Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bb6eae89-5126-4dbd-85e7-df2787c76d0d · inbound

From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding cites this paper.

From Failure to Feedback: Group Revision Unlocks Hard Cases in Object-Level Grounding LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 85

Resolution: verified exact; arxiv_id, observed 2026-05-20T18:43:38.823338Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ecc43556-e6ee-4412-8332-5cae09ad7d80 · inbound

WOW-Seg: A Word-free Open World Segmentation Model cites this paper.

WOW-Seg: A Word-free Open World Segmentation Model LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 22

Resolution: verified exact; arxiv_id, observed 2026-05-19T21:27:47.990120Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5bbb6738-9c8a-4fe4-bfba-e452482681fd · inbound

Vision Harnessing Agent for Open Ad-hoc Segmentation cites this paper.

Vision Harnessing Agent for Open Ad-hoc Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 76

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:53:04.398084Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 5ffc6271-2490-4f0f-8c69-6b8fbb0dbb25 · inbound

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation cites this paper.

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-05-25T04:30:20.640538Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 07be46d9-400d-43f4-9488-337d668c1e1b · inbound

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation cites this paper.

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 62

Resolution: verified exact; arxiv_id, observed 2026-06-30T16:04:52.970627Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 4ff49ed0-1aca-4349-8b64-8134dcd75b98 · inbound

InstructSAM: Segment Any Instance with Any Instructions cites this paper.

InstructSAM: Segment Any Instance with Any Instructions LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-06-29T22:44:02.057177Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 24910f6d-07cf-422e-b5f3-ece4397050b8 · inbound

An Open-Source Benchmark and Baseline for Multi-temporal Referring Segmentation cites this paper.

An Open-Source Benchmark and Baseline for Multi-temporal Referring Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 51

Resolution: verified exact; arxiv_id, observed 2026-07-01T20:46:14.171607Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 19b7584a-bc32-4046-8aba-13d03e401982 · inbound

MedSIGHT: Towards Grounded Visual Comprehension in Medical Large Vision-Language Models cites this paper.

MedSIGHT: Towards Grounded Visual Comprehension in Medical Large Vision-Language Models LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-07-02T13:16:58.468492Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 1d4fe45b-f45e-43ee-b123-c5cadbbc5314 · inbound

Reason Twice: Segmentation via Candidate Discovery and Comparative Reasoning cites this paper.

Reason Twice: Segmentation via Candidate Discovery and Comparative Reasoning LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 84

Resolution: metadata mismatch; arxiv_id, observed 2026-07-03T00:47:30.643650Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation f3eaae0c-7e12-4fe9-b534-50f7d44475b9 · inbound

CABLE: Cloud-Assisted Bandwidth-efficient LMM-based Encoding for V2X Systems cites this paper.

CABLE: Cloud-Assisted Bandwidth-efficient LMM-based Encoding for V2X Systems LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-07-03T23:59:06.851192Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 0d660b49-7be2-4f8c-aab7-0ee0e76fd5de · inbound

Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM cites this paper.

Dynamic-dLLM: Dynamic Cache-Budget and Adaptive Parallel Decoding for Training-Free Acceleration of Diffusion LLM LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-06-29T13:33:28.303947Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 2d52c394-2ed8-4cbf-972e-56ff8d57e683 · inbound

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models cites this paper.

From Structure to Synergy: A Survey of Vision-Language Perception Paradigm Evolution in Multimodal Large Language Models LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 72

Resolution: verified exact; arxiv_id, observed 2026-07-04T15:09:55.038018Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation c5298ee2-f63a-4f7a-aa66-fbad1f611bc4 · inbound

CCRC: A Change-Aware Captioning and Reasoning Chain for Image Change Captioning and Segmentation cites this paper.

CCRC: A Change-Aware Captioning and Reasoning Chain for Image Change Captioning and Segmentation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-06-30T10:04:36.252137Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 578b0448-f727-4d2e-aeb4-fc2f4c601403 · inbound

InstanceControl: Controllable Complex Image Generation without Instance Labeling cites this paper.

InstanceControl: Controllable Complex Image Generation without Instance Labeling LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 55

Resolution: metadata mismatch; arxiv_id, observed 2026-07-01T10:15:45.101408Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation 9fe1f4f0-f427-4707-9a59-8a177d12232d · inbound

Vision as Unified Multimodal Generation cites this paper.

Vision as Unified Multimodal Generation LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 204

Resolution: verified exact; local_arxiv, observed 2026-07-08T02:04:26.296286Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-04T06:34:03.388597+00:00.

Observation ac68ccb2-f914-4178-9ab5-9416b617993c · inbound

Reasoning-Guided Part-Level Visual Grounding via Reinforcement Learning cites this paper.

Reasoning-Guided Part-Level Visual Grounding via Reinforcement Learning LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 51

Resolution: unresolved; no resolver link, observed 2026-08-01T23:38:50.776533Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b69baf3e-d8ac-470a-b82b-1b371b2783bc · inbound

ReferTrack: Referring Then Tracking for Embodied Visual Tracking cites this paper.

ReferTrack: Referring Then Tracking for Embodied Visual Tracking LISA++: An Improved Baseline for Reasoning Segmentation with Large Language Model

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T11:00:26.207266Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.