Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T20:44:00.940536Z
Paper Citation Record · LEDGER
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving
As of 17 August 2026, this Paper Citation Record lists 11 of 11 outbound references and 2 inbound Pith citation observations for arXiv:2412.05462.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-17T06:30:58.91139+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-16T12:13:55.106250Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-10T23:50:34.770804Z
Reference resolution
11 of 11 outbound references displayed
- verified exact0
- verified fuzzy7
- unresolved4
- parse uncertain0
- malformed identifier0
- metadata mismatch0
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation 9755d443-f3cd-496d-bb97-e8c7be670510 · outbound
This paper cites Uno: Unsupervised occupancy fields for perception and forecasting.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Uno: Unsupervised occupancy fields for perception and forecasting
Reference 1
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T20:44:01.115562Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation be81d8f3-67ea-4334-b0a2-bf3fa004a9f1 · outbound
This paper cites Point cloud forecasting as a proxy for 4d occupancy forecasting.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Point cloud forecasting as a proxy for 4d occupancy forecasting
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T20:44:00.898419Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f27d7994-740c-4407-84f4-b98af971a299 · outbound
This paper cites S2net: Stochastic sequential pointcloud forecasting.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving S2net: Stochastic sequential pointcloud forecasting
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T20:44:01.091210Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation d9470add-8adf-4af6-9091-dbc2ef3b3385 · outbound
This paper cites Are we ready for autonomous driving? the kitti vision benchmark suite.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Are we ready for autonomous driving? the kitti vision benchmark suite
Reference 4
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T20:44:00.907560Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 59fa075e-c5b1-4614-8da6-003de218fcc4 · outbound
This paper cites nuscenes: A multimodal dataset for autonomous driving.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving nuscenes: A multimodal dataset for autonomous driving
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T20:44:00.912164Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0c918580-4c05-4dfa-8f8c-76bffd525846 · outbound
This paper cites Towards long-tailed 3d detection.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Towards long-tailed 3d detection
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T20:44:01.055125Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation cf0a86d6-4835-4180-8d22-f89a6c299ef0 · outbound
This paper cites Predicting the intention of distracted pedestrians at road crossings.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Predicting the intention of distracted pedestrians at road crossings
Reference 7
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T20:44:01.039473Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 72cac168-abe1-4587-9e25-c27974252528 · outbound
This paper cites A survey on autonomous driving datasets: Statistics, annotation quality, and a future outlook.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving A survey on autonomous driving datasets: Statistics, annotation quality, and a future outlook
Reference 8
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T20:44:01.024017Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation e15090d9-3aa4-4a98-9208-1625375024fb · outbound
This paper cites Variational autoencoder for end-to-end control of autonomous driving with novelty detection and training de-biasing.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Variational autoencoder for end-to-end control of autonomous driving with novelty detection and training de-biasing
Reference 9
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T20:44:01.008776Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation eb76519f-ff55-44c0-8cc9-56edc7239e8c · outbound
This paper cites Towards Explainable, Safe Autonomous Driving with Language Embeddings for Novelty Identification and Active Learning: Framework and Experimental Analysis with Real-World Data Sets.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Towards Explainable, Safe Autonomous Driving with Language Embeddings for Novelty Identification and Active Learning: Framework and Experimental Analysis with Real-World Data Sets
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T20:44:00.935979Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2ce23bd1-e658-4c7f-97f8-98e55fe2c740 · outbound
This paper cites Lisa amazonmlsl vehicle attributes (lava) dataset.
COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving Lisa amazonmlsl vehicle attributes (lava) dataset
Reference 11
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T20:44:00.993490Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Pith citing papers
Observation d8a828e3-b7fb-420f-aaca-def3b95f3b68 · inbound
Zero-shot Hazard Identification in Autonomous Driving: A Case Study on the COOOL Benchmark cites this paper.
Zero-shot Hazard Identification in Autonomous Driving: A Case Study on the COOOL Benchmark COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving
Reference 3
- Resolution
- verified exact
- local_arxiv, observed 2026-08-10T23:50:34.780708Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.
Observation 164811e9-a918-4582-be2c-b6e7deed9304 · inbound
Towards a Multi-Agent Vision-Language System for Zero-Shot Novel Hazardous Object Detection for Autonomous Driving Safety cites this paper.
Towards a Multi-Agent Vision-Language System for Zero-Shot Novel Hazardous Object Detection for Autonomous Driving Safety COOOL: Challenge Of Out-Of-Label A Novel Benchmark for Autonomous Driving
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-16T12:13:55.106250Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.