Datasets › FindVehicle
FindVehicle
The first NER dataset in the field of traffic, which is to extract the characteristics and attributes of the vehicle on the road.
- Both flat and overlapped named entities annotation.
- Both coarse-grained and fine-grained named entities.
- It contains 8 kinds of coarse-grained entities and 12 kinds of fine-grained entities. (It includes 65 vehicle brands and 4793 vehicle models all over the world.)
Benchmarks archive 2025-07-28
All 2 leaderboards whose dataset resolves to this page shown (sort by any header). "First row" is the archive's own first row at snapshot, in the archive's row order; nothing here re-ranks and metric direction is not asserted.
| First row (archive order) | Paper | Code | ||||
|---|---|---|---|---|---|---|
| Named Entity Recognition (NER) | FindVehicle | BiLSTM-CRF F1 Score 49.5 | Bidirectional LSTM-CRF Models for Sequence Tagging | determined22/zh-ner-tf +24 | 3 | Compare |
| UIE | FindVehicle | KnowCoder-7b-IE F1 score 99.4 | KnowCoder: Coding Structured Knowledge into LLMs for... | ICT-GoKnow/KnowCoder | 1 | Compare |
Papers archive 2025-07-28
4 shown of 4 papers with a leaderboard row on this dataset's benchmarks, newest first. The archive's own "papers using this dataset" list was never published, so this is the benchmark-backed subset; the archive's count for this dataset is 4. The Syntology column is from Syntology's graph (read 2026-09-24), stated per sample; it is not part of any archive number.
| Date | Samples run Syntology | |||
|---|---|---|---|---|
| KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction | 1 | 1 | 12 Mar 2024 | not harvested |
| UniversalNER: Targeted Distillation from Large Language Models for Open Named Entity Recognition | 2 | 1 | 7 Aug 2023 | ran 5 of 12 samples (7 unverified) |
| FLERT: Document-Level Features for Named Entity Recognition | 1 | 1 | 13 Nov 2020 | not harvested |
| Bidirectional LSTM-CRF Models for Sequence Tagging | 25 | 1 | 9 Aug 2015 | ran 0 of 8 samples (8 unverified) |
Dataset loaders archive 2025-07-28
No loader listed in the archive.
Tasks archive 2025-07-28
License archive 2025-07-28
CC BY-NC
Modalities archive 2025-07-28
Languages archive 2025-07-28
Variants archive 2025-07-28
- FindVehicle
1 variant name, as the archive lists them.
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