Pith Number

pith:AHAHGUMC

pith:2024:AHAHGUMCBCT3XDXAQPVWQ6Z3GI

not attested not anchored not stored refs pending

Beyond Confusion: A Fine-grained Dialectical Examination of Human Activity Recognition Benchmark Datasets

Bo Zhou, Daniel Geissler, Dominique Nshimyimana, Paul Lukowicz, Sungho Suh, Vitor Fortes Rey

arxiv:2412.09037 v1 · 2024-12-12 · 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{AHAHGUMCBCT3XDXAQPVWQ6Z3GI}

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

WHAR Arena: Benchmarking the State of the Art in Efficient Wearable Human Activity Recognition

BabyMamba-HAR: Lightweight Selective State Space Models for Efficient Human Activity Recognition on Resource Constrained Devices

Receipt and verification

First computed	2026-07-05T09:48:18.756751Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

01c073518208a7bb8ee083eb687b3b3209be1a04d538556f93720cb6e849a9a0

Aliases

arxiv: 2412.09037 · arxiv_version: 2412.09037v1 · doi: 10.48550/arxiv.2412.09037 · pith_short_12: AHAHGUMCBCT3 · pith_short_16: AHAHGUMCBCT3XDXA · pith_short_8: AHAHGUMC

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/AHAHGUMCBCT3XDXAQPVWQ6Z3GI \
  | 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: 01c073518208a7bb8ee083eb687b3b3209be1a04d538556f93720cb6e849a9a0

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "50c8981c3717633b2960f5e981079ed362cc0aa8451957b2217debbe163c0cc1",
    "cross_cats_sorted": [],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2024-12-12T07:53:17Z",
    "title_canon_sha256": "1f99080d2fa7d9a643aece64e813fc42ac5bea3bac73ea93ab259f1ab3772977"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2412.09037",
    "kind": "arxiv",
    "version": 1
  }
}