Pith Number

pith:DIB27L4M

pith:2025:DIB27L4MCJ6N4BPXPBXRB5YJFJ

not attested not anchored not stored refs pending

Evaluating Vision-Language Models for Emotion Recognition

James Z. Wang, Sree Bhattacharyya

arxiv:2502.05660 v1 · 2025-02-08 · cs.CV · cs.CL

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{DIB27L4MCJ6N4BPXPBXRB5YJFJ}

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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

2 papers in Pith

ESC: Emotional Self-Correction for Reliable Vision-Language Models

EmoVerse: A MLLMs-Driven Emotion Representation Dataset for Interpretable Visual Emotion Analysis

Receipt and verification

First computed	2026-07-05T10:11:41.690853Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

1a03afaf8c127cde05f7786f10f7092a6236bc4482296394a7f10d7c0443f0e7

Aliases

arxiv: 2502.05660 · arxiv_version: 2502.05660v1 · doi: 10.48550/arxiv.2502.05660 · pith_short_12: DIB27L4MCJ6N · pith_short_16: DIB27L4MCJ6N4BPX · pith_short_8: DIB27L4M

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/DIB27L4MCJ6N4BPXPBXRB5YJFJ \
  | 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: 1a03afaf8c127cde05f7786f10f7092a6236bc4482296394a7f10d7c0443f0e7

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "a8fff5b93635c54226e647a82bd984e27b5a4a1903fe27bf58df90d274845736",
    "cross_cats_sorted": [
      "cs.CL"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2025-02-08T18:25:31Z",
    "title_canon_sha256": "dc72778e4a90f7f5406b43d47c359f9318952de17d8d7b80c5250e33304da7b0"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2502.05660",
    "kind": "arxiv",
    "version": 1
  }
}