Pith Number

pith:NWP3R6ZO

pith:2024:NWP3R6ZOOYP4P6QAXQ4644XGPQ

not attested not anchored not stored refs pending

Unsolvable Problem Detection: Robust Understanding Evaluation for Large Multimodal Models

Atsuyuki Miyai, Go Irie, Hai Li, Jingkang Yang, Jingyang Zhang, Kiyoharu Aizawa, Qing Yu, Yifei Ming, Yixuan Li, Ziwei Liu

arxiv:2403.20331 v4 · 2024-03-29 · cs.CV · cs.AI · cs.CL · cs.LG

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{NWP3R6ZOOYP4P6QAXQ4644XGPQ}

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

2 papers in Pith

MuirBench: A Comprehensive Benchmark for Robust Multi-image Understanding

REALISTA: Realistic Latent Adversarial Attacks that Elicit LLM Hallucinations

Receipt and verification

First computed	2026-07-05T11:18:11.750149Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

6d9fb8fb2e761fc7fa00bc39ee72e67c27cfd74af55f9a0b423e5d505c91f67d

Aliases

arxiv: 2403.20331 · arxiv_version: 2403.20331v4 · doi: 10.48550/arxiv.2403.20331 · pith_short_12: NWP3R6ZOOYP4 · pith_short_16: NWP3R6ZOOYP4P6QA · pith_short_8: NWP3R6ZO

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/NWP3R6ZOOYP4P6QAXQ4644XGPQ \
  | 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: 6d9fb8fb2e761fc7fa00bc39ee72e67c27cfd74af55f9a0b423e5d505c91f67d

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "3c50f2e1e536479ee647d0193464ff97961b27c4753a32865a427431bc4c3e6e",
    "cross_cats_sorted": [
      "cs.AI",
      "cs.CL",
      "cs.LG"
    ],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-03-29T17:59:53Z",
    "title_canon_sha256": "37c1b8127c648fc85633c8f4946397e4c0feaa545bbe4df0d27667c38aa73f04"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2403.20331",
    "kind": "arxiv",
    "version": 4
  }
}