Pith Number

pith:ATZE2RIQ

pith:2024:ATZE2RIQS2ZQA5VKR2CKOFBMQS

not attested not anchored not stored refs pending

Heuristical Comparison of Vision Transformers Against Convolutional Neural Networks for Semantic Segmentation on Remote Sensing Imagery

Ashim Dahal, Nick Rahimi, Saydul Akbar Murad

arxiv:2411.09101 v2 · 2024-11-14 · cs.CV · cs.AI

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

Add to your LaTeX paper

\usepackage{pith}
\pithnumber{ATZE2RIQS2ZQA5VKR2CKOFBMQS}

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.

Receipt and verification

First computed	2026-07-05T11:03:53.842942Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

04f24d451096b30076aa8e84a7142c84ab26d03227e8f00631619b4a7e08a882

Aliases

arxiv: 2411.09101 · arxiv_version: 2411.09101v2 · doi: 10.48550/arxiv.2411.09101 · pith_short_12: ATZE2RIQS2ZQ · pith_short_16: ATZE2RIQS2ZQA5VK · pith_short_8: ATZE2RIQ

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/ATZE2RIQS2ZQA5VKR2CKOFBMQS \
  | 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: 04f24d451096b30076aa8e84a7142c84ab26d03227e8f00631619b4a7e08a882

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "189e374c8143db6caab6159d328a0c5afe23e2cc3b0e53e3fd5dde09d3397de0",
    "cross_cats_sorted": [
      "cs.AI"
    ],
    "license": "http://creativecommons.org/licenses/by/4.0/",
    "primary_cat": "cs.CV",
    "submitted_at": "2024-11-14T00:18:04Z",
    "title_canon_sha256": "31e34bc84653bcdb698505f3ff1a4dfb73c2927ad371c0a04cf72ee8f651c340"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2411.09101",
    "kind": "arxiv",
    "version": 2
  }
}