Pith Number

pith:FMB22R3D

pith:2023:FMB22R3DOBYXRNZYHNN6QT53CF

not attested not anchored not stored refs pending

From Pixels to UI Actions: Learning to Follow Instructions via Graphical User Interfaces

Hexiang Hu, James Cohan, Jonathan Berant, Kenton Lee, Kristina Toutanova, Mandar Joshi, Panupong Pasupat, Peter Shaw, Urvashi Khandelwal

arxiv:2306.00245 v2 · 2023-05-31 · cs.LG · cs.CL · cs.CV · cs.HC

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{FMB22R3DOBYXRNZYHNN6QT53CF}

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

5 papers in Pith

OSWorld 2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks

Skim: Speculative Execution for Fast and Efficient Web Agents

SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents

GPT-4V(ision) is a Generalist Web Agent, if Grounded

OSWorld: Benchmarking Multimodal Agents for Open-Ended Tasks in Real Computer Environments

Receipt and verification

First computed	2026-07-05T07:21:11.199685Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

2b03ad4763707178b7383b5be84fbb115b918270e494adc8e4dc46107ead5f53

Aliases

arxiv: 2306.00245 · arxiv_version: 2306.00245v2 · doi: 10.48550/arxiv.2306.00245 · pith_short_12: FMB22R3DOBYX · pith_short_16: FMB22R3DOBYXRNZY · pith_short_8: FMB22R3D

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/FMB22R3DOBYXRNZYHNN6QT53CF \
  | 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: 2b03ad4763707178b7383b5be84fbb115b918270e494adc8e4dc46107ead5f53

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "8b90293a6138e9391dd64fd0523b385a7ef4a0a915e044aaa5cf34922de6b073",
    "cross_cats_sorted": [
      "cs.CL",
      "cs.CV",
      "cs.HC"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2023-05-31T23:39:18Z",
    "title_canon_sha256": "2f4b0c70cb7549cd5b079e4a1f8ba0795500908c4cf1206c5c02a5505fc25c9d"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2306.00245",
    "kind": "arxiv",
    "version": 2
  }
}