Pith Number

pith:RM4IWJBZ

pith:2021:RM4IWJBZMJHB63UOR64YNA2X6O

not attested not anchored not stored refs pending

Uncertainty Baselines: Benchmarks for Uncertainty & Robustness in Deep Learning

Angelos Filos, Balaji Lakshminarayanan, D. Sculley, Dustin Tran, Faris Sbahi, Florian Wenzel, Ghassen Jerfel, Jasper Snoek, Jeremiah Liu, Jeremy Nixon, Jie Ren, Josip Djolonga, Kevin Murphy, Mark Collier, Marton Havasi, Michael W. Dusenberry, Neil Band, Qixuan Feng, Rodolphe Jenatton, Sebastian Farquhar, Shreyas Padhy, Tim G. J. Rudner, Yarin Gal, Yeming Wen, Zachary Nado, Zelda Mariet

arxiv:2106.04015 v3 · 2021-06-07 · 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{RM4IWJBZMJHB63UOR64YNA2X6O}

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

3 papers in Pith

Decision-Aligned Evaluation of Uncertainty Quantification

CalArena: A Large-Scale Post-Hoc Calibration Benchmark

When Can Voting Help, Hurt, or Change Course? Exact Structure of Binary Test-Time Aggregation

Receipt and verification

First computed	2026-07-05T03:46:13.463128Z
Builder	pith-number-builder-2026-05-17-v1
Signature	Pith Ed25519 (`pith-v1-2026-05`) · public key
Schema	pith-number/v1.0

Canonical hash

8b388b2439624e1f6e8e8fb9868357f389e067022edf15a20e3851c3a5efa4bb

Aliases

arxiv: 2106.04015 · arxiv_version: 2106.04015v3 · doi: 10.48550/arxiv.2106.04015 · pith_short_12: RM4IWJBZMJHB · pith_short_16: RM4IWJBZMJHB63UO · pith_short_8: RM4IWJBZ

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/RM4IWJBZMJHB63UOR64YNA2X6O \
  | 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: 8b388b2439624e1f6e8e8fb9868357f389e067022edf15a20e3851c3a5efa4bb

Canonical record JSON

{
  "metadata": {
    "abstract_canon_sha256": "f32d2c79f808e5eed9c1c6dbe01ef509e27020b2d0b8d6adaa1a1a7ba5298d5e",
    "cross_cats_sorted": [],
    "license": "http://arxiv.org/licenses/nonexclusive-distrib/1.0/",
    "primary_cat": "cs.LG",
    "submitted_at": "2021-06-07T23:57:32Z",
    "title_canon_sha256": "733f7e4b8cec320dc374622cd8e08e70bd87818e123308016c0b9e93753c1f30"
  },
  "schema_version": "1.0",
  "source": {
    "id": "2106.04015",
    "kind": "arxiv",
    "version": 3
  }
}