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Semantic Change Detection research benchmarks · SOTA2 Research

Semantic Change Detection

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

74.33mIoU

58

Jun 9, 2026

90.54mIoU

40

Jun 9, 2026

54.8F1 (t0->t1)

25

Feb 26, 2026

84.2F1 Score (t0->t1)

25

May 21, 2026

77.6F1-score (t0->t1)

25

Feb 26, 2026

ChangeVPR SF-XL (U) (test)

71.2F1 (t0->t1)

25

Feb 26, 2026

HZNU-FCD (test)

97.85Precision

14

May 13, 2026

2.97Params (M)

13

Feb 26, 2026

35.68mF1

9

Apr 14, 2026

60.21IoU

9

Feb 26, 2026

75.32mIoU

9

Feb 26, 2026

32.6Ground IoU

8

Mar 31, 2026

Landsat-SCD (test)

96.92OA

7

Feb 26, 2026

ChangeVPR St Lucia (S) (test)

62.1F1 (t0->t1)

4

Feb 26, 2026

SemEval Task 1 EN Sub-task 2 2020

0.731Spearman Correlation

4

Feb 26, 2026

BANDON in-domain (test)

79.11mIoU

4

Feb 26, 2026

ChangeVPR Overall Average (test)

64.1Avg. F1 Score

3

Feb 26, 2026

ChangeVPR Nordland R (test)

59F1 (t0->t1)

2

Feb 26, 2026

Popular datasets

ChangeVPR Second Landsat-SCD SemEval LEVIR-CD

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