Pith Number

pith:NC2USPTS

pith:2024:NC2USPTSJ6RDNHT37DO4VEX5EI

not attested not anchored not stored refs pending

HumanEdit: A High-Quality Human-Rewarded Dataset for Instruction-based Image Editing

Hanwang Zhang, Jinbin Bai, Juncheng Li, Ling Yang, Shuicheng Yan, Wei Chow, Xiangtai Li

arxiv:2412.04280 v2 · 2024-12-05 · cs.CV · cs.GR

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\usepackage{pith}
\pithnumber{NC2USPTSJ6RDNHT37DO4VEX5EI}

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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

9 papers in Pith

DanceOPD: On-Policy Generative Field Distillation

ARM: An AutoRegressive Large Multimodal Model with Unified Discrete Representations

Slot-MLLM: Object-Centric Visual Tokenization for Multimodal LLM

Edit-GRPO: A Locality-Preserving Policy Optimization Framework for Image Editing

Reasoning to Edit: Hypothetical Instruction-Based Image Editing with Visual Reasoning

Receipt and verification

First computed	2026-07-05T10:59:04.174077Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

68b5493e724fa2369e7bf8ddca92fd220b8b0b81ee81054bdf5de520f544ac0a

Aliases

arxiv: 2412.04280 · arxiv_version: 2412.04280v2 · doi: 10.48550/arxiv.2412.04280 · pith_short_12: NC2USPTSJ6RD · pith_short_16: NC2USPTSJ6RDNHT3 · pith_short_8: NC2USPTS

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/NC2USPTSJ6RDNHT37DO4VEX5EI \
  | 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: 68b5493e724fa2369e7bf8ddca92fd220b8b0b81ee81054bdf5de520f544ac0a

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "5283e1a5040db730aa0b579d2c9958625c350dca42e351c0af34a9371f9b306c",
    "cross_cats_sorted": [
      "cs.GR"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-12-05T16:00:59Z",
    "title_canon_sha256": "c9741906367b8e248480adc7f2ddebe8c6c958522f6a90758b36716957cefc5e"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.04280",
    "kind": "arxiv",
    "version": 2
  }
}