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Papers Benchmarks Datasets Tasks

Change Detection research benchmarks – Page 5 · SOTA2 Research

Change Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

0.932Recall

7

Feb 26, 2026

96.08IoU

6

May 18, 2026

BRIGHT DFC25-T2

43.75mIoU

6

Apr 21, 2026

LEVIR-CD 5% train (test)

79.3mIoU

6

Feb 27, 2026

CCS3D Average v1 (test)

72.4F1 Score

6

Feb 26, 2026

CCS3D Bedroom v1 (test)

90.9F1 Score

6

Feb 26, 2026

CCS3D Bookcase v1 (test)

47.7F1 Score

6

Feb 26, 2026

CCS3D Desk v1 (test)

61F1

6

Feb 26, 2026

CCS3D Livingroom v1 (test)

95.5F1 Score

6

Feb 26, 2026

Forest-Change (test)

67.34mIoU

6

Feb 26, 2026

LEVIR-MCI-Trees (test)

88.13MIoU

6

Feb 26, 2026

PASLCD Average 1.0 (Combined)

46.1mIoU

6

Feb 26, 2026

PASLCD Porch Outdoor 1.0

51.8mIoU

6

Feb 26, 2026

PASLCD Playground 1.0 (Outdoor)

24.9mIoU

6

Feb 26, 2026

PASLCD Zen Outdoor 1.0

50mIoU

6

Feb 26, 2026

PASLCD Pots Outdoor 1.0

0.54mIoU

6

Feb 26, 2026

PASLCD Garden Outdoor 1.0

43.6mIoU

6

Feb 26, 2026

PASLCD Meeting Room Indoor 1.0

35mIoU

6

Feb 26, 2026

PASLCD Lunch Room Indoor 1.0

0.389mIoU

6

Feb 26, 2026

PASLCD Printing Area Indoor 1.0

58.8mIoU

6

Feb 26, 2026

PASLCD Lounge Indoor 1.0

46.3mIoU

6

Feb 26, 2026

PASLCD Cantina 1.0 (Indoor)

58mIoU

6

Feb 26, 2026

S2Looking 100% training ratio (test)

50.5mIoU

6

Feb 27, 2026

S2Looking 5% training ratio (test)

36IoU

6

Feb 27, 2026

LEVIR-CD 100% train (test)

83.7IoU (%)

6

Feb 27, 2026

Page 5 of 7

Popular datasets

LEVIR-CD PASLCD CDD SYSU S2Looking

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