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Papers Benchmarks Datasets Tasks

Edge Detection research benchmarks – Page 2 · SOTA2 Research

Edge Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Taskonomy Tiny (test)

21.7Edge Score

8

Feb 27, 2026

BIPED v2 (test)

PiDiNet + MATCHED

90ODS

8

Feb 26, 2026

ABC 6000 models (test)

0.115Hausdorff Distance

7

Apr 24, 2026

70.5AC

7

Mar 24, 2026

Visual In-Context Learning (V-ICL) Benchmark

28.59RMSE

5

Feb 26, 2026

Taskonomy Texture input (test)

0.86MAE

5

Feb 26, 2026

Flowchart (test)

66.7F1 Score

3

Apr 10, 2026

0.1MAE

2

Feb 26, 2026

—

—Edge Score

0

Feb 26, 2026

Page 2 of 2

Popular datasets

NYUD BSDS Taskonomy BIPED Multicue

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