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Data · dataset · 2026

Derived evaluation records and split definitions for reliability-aware recurrent cost-volume fusion in streaming stereo 3D object detection

Listed in Teesside University Research Data Repository

This dataset accompanies the manuscript Reliability-Aware Recurrent Cost-Volume Fusion for Streaming Stereo 3D Object Detection.

Description

It contains the retained training and validation frame identifiers (5,540 and 2,380 frames), source CSVs for Tables 1–7, per-sequence and per-class temporal diagnostic summaries, paired comparisons, and archived validation predictions for Full, NoAlign and NoConf. Prediction dimensions are stored as length, height and width in metres, with camera-coordinate bottom centres.

The table CSVs preserve the authors’ reported historical evaluation records; they are not new training runs or newly computed AP scores. The provenance files explain the historical AP conventions and the separate temporal diagnostic protocol and should be consulted when interpreting or recomputing scores. The deposit does not contain all historical control predictions or training checkpoints.

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Original KITTI images, ground-truth labels and calibration files are not redistributed and must be obtained from the official KITTI sources. Code is maintained separately and is not included in this data release.

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Where it is published

Catalogue records · 1

Topics

Inferred from text
Image 65% · Tabular 65%
Provenance · 1 source records, 10 field assertions
SourceKeyLast seenRaw
Teesside University Research Data Repositoryoai:data.mendeley.com/d7ss92ptc2.117 h agoJSON v1
FieldAssertionExtractorEvidence
access_levelsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].anzsrc:field:460304mapping · researchdata tees ac ukvocabulary-mapper@1.0.0keywords['Computer Vision']
concepts[field].local:field:computer-science-aimapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[field].local:field:earth-environmentalmapping · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
concepts[modality].local:modality:imageenrichment · researchdata tees ac ukkeyword-concept-rules@1.0.0title+description (65%)
concepts[modality].local:modality:tabularenrichment · researchdata tees ac ukkeyword-concept-rules@1.0.0title+description (65%)
descriptionsource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/description
licensesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0/metadata/dc/rights
publication_datesource · researchdata tees ac ukconnector:researchdata_tees_ac_uk@1.0.0
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