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SPARK dataset and benchmarks · SOTA2 Research

Research Datasets

SPARK

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Object Detection

SPARK 2024 (test)

99.2AP (%)

8

6D Pose Estimation

SPARK real sequences

0.006Translation Error (E_T^#)

7

SPARK

99.8Body AP50

6

Spark Loghub 2.0

100Global Accuracy (GA)

6

6D Pose Estimation

SPARK synthetic cross-domain (test)

0.006Translational Error ($E_T^#$)

5

Log Summarization

Spark

24.13ROUGE-1

3

Spacecraft Segmentation

SPARK Stream-1 2026

89.39Sseg

2

Spacecraft Detection

SPARK Stream-1 2026

97.88Sdet

2

Spacecraft Classification

SPARK Stream-1 2026

100Scls Score

2

Spacecraft classification, detection, and segmentation

SPARK Stream-1 2026

94.82Sacc

2

Popular tasks

6D Pose Estimation Object Detection Segmentation Log Parsing Log Summarization

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