Pith Number

pith:RLFJOOXG

pith:2024:RLFJOOXGJVKPHRZVMNWQJ33JXF

not attested not anchored not stored refs pending

SegLLM: Multi-round Reasoning Segmentation

Kazuki Kozuka, Kehan Li, Konstantinos Kallidromitis, Shaolun Zhang, Shufan Li, Trevor Darrell, Xudong Wang, Yusuke Kato

arxiv:2410.18923 v2 · 2024-10-24 · cs.CV · cs.AI

Open paper page JSON Open Graph Bundle Merged state Verified badge What is a Pith Number?

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{RLFJOOXGJVKPHRZVMNWQJ33JXF}

Prints a linked badge after your title and injects PDF metadata. Compiles on arXiv. Learn more · Embed verified badge

Record completeness

1 Bitcoin timestamp

2 Internet Archive

3 Author claim open · sign in to claim

4 Citations open

5 Replications open

✓ Portable graph bundle live · download bundle · merged state

The bundle contains the canonical record plus signed events. A mirror can host it anywhere and recompute the same current state with the deterministic merge algorithm.

Cited by

8 papers in Pith

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

An Open-Source Benchmark and Baseline for Multi-temporal Referring Segmentation

B-GRTO: Bootstrapped Group Relative Tool Optimization for Referring Segmentation

COCOTree: A Dataset and Benchmark for Open Tree-Structured Visual Decomposition

Receipt and verification

First computed	2026-07-05T09:29:34.619855Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8aca973ae64d54f3c735636d04ef69b951469912ae9f01c07800e3745ae14b08

Aliases

arxiv: 2410.18923 · arxiv_version: 2410.18923v2 · doi: 10.48550/arxiv.2410.18923 · pith_short_12: RLFJOOXGJVKP · pith_short_16: RLFJOOXGJVKPHRZV · pith_short_8: RLFJOOXG

Agent API

Resolver JSON Graph JSON Events JSON Schema Signing key

Verify this Pith Number yourself

curl -sH 'Accept: application/ld+json' https://pith.science/pith/RLFJOOXGJVKPHRZVMNWQJ33JXF \
  | jq -c '.canonical_record' \
  | python3 -c "import sys,json,hashlib; b=json.dumps(json.loads(sys.stdin.read()), sort_keys=True, separators=(',',':'), ensure_ascii=False).encode(); print(hashlib.sha256(b).hexdigest())"
# expect: 8aca973ae64d54f3c735636d04ef69b951469912ae9f01c07800e3745ae14b08

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "47269ebf649ffc3726a17bedeb6fcea8e724aead8df1afe6fbb48c0754002d45",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-10-24T17:11:52Z",
    "title_canon_sha256": "421fcc4189c57490712dcf963247e4e7c023a6e7bcda22d9a324e61733c8c21c"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2410.18923",
    "kind": "arxiv",
    "version": 2
  }
}