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Image-based shape retrieval research benchmarks · SOTA2 Research

Image-based shape retrieval

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

StanfordCars 21 (test)

11.4Top-1 Instance Accuracy

8

Mar 10, 2026

CompCars 50 (test)

10.9Top-1 Accuracy (instance)

8

Mar 10, 2026

Pix3D 41 (test)

34.6Top-1 Accuracy (Instance)

8

Mar 10, 2026

multi-task model

0.53Recall@1

4

Feb 26, 2026

Popular datasets

Pix3D CompCars StanfordCars

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