Pith Number

pith:VD4GJCMK

pith:2024:VD4GJCMK2MIPZ6TVHPQBDGUEC3

not attested not anchored not stored refs pending

VCR: A Task for Pixel-Level Complex Reasoning in Vision Language Models via Restoring Occluded Text

Bang Liu, Ge Zhang, Jie Fu, Lu Li, Perouz Taslakian, Sai Rajeswar, Suyuchen Wang, Tianyu Zhang, Yoshua Bengio

arxiv:2406.06462 v4 · 2024-06-10 · cs.CV · cs.LG

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\usepackage{pith}
\pithnumber{VD4GJCMK2MIPZ6TVHPQBDGUEC3}

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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

5 papers in Pith

Qwen-RobotWorld Technical Report: Unifying Embodied World Modeling through Language-Conditioned Video Generation

WorldSense: Evaluating Real-world Omnimodal Understanding for Multimodal LLMs

CogVLM2: Visual Language Models for Image and Video Understanding

InternVL3: Exploring Advanced Training and Test-Time Recipes for Open-Source Multimodal Models

InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency

Receipt and verification

First computed	2026-07-05T10:50:42.430564Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

a8f864898ad310fcfa753be0119a8416e4a02d2f8593d15ecd35598a918693c0

Aliases

arxiv: 2406.06462 · arxiv_version: 2406.06462v4 · doi: 10.48550/arxiv.2406.06462 · pith_short_12: VD4GJCMK2MIP · pith_short_16: VD4GJCMK2MIPZ6TV · pith_short_8: VD4GJCMK

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/VD4GJCMK2MIPZ6TVHPQBDGUEC3 \
  | 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: a8f864898ad310fcfa753be0119a8416e4a02d2f8593d15ecd35598a918693c0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "76a0789529c90a181627eb585d2cf6355b08859204daf2c82394cd0e4d32b981",
    "cross_cats_sorted": [
      "cs.LG"
    ],
    "license": "http://creativecommons.org/licenses/by-sa/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-06-10T16:58:48Z",
    "title_canon_sha256": "51c07b2c6d21fcf49c161eed6f83158f35f31329f3b75e8125ec37673fbad7fd"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2406.06462",
    "kind": "arxiv",
    "version": 4
  }
}