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Papers Benchmarks Datasets Tasks

Continual Model Merging research benchmarks · SOTA2 Research

Continual Model Merging

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

Sequence 14-task

93.4ACC

57

May 20, 2026

20-task sequence

93.5Accuracy

33

Apr 28, 2026

sequence 8-task

94.3Accuracy

33

Apr 27, 2026

CLIP Task Stream 20 tasks (test)

93.5Accuracy

24

May 20, 2026

CLIP Task Stream 8 tasks (test)

94.3Accuracy

24

May 20, 2026

CLIP Heterogeneous 20-task stream (test)

80ACCw

15

May 20, 2026

CLIP Heterogeneous 14-task stream (test)

84.6Weighted Accuracy (ACCw)

15

May 20, 2026

CLIP Heterogeneous 8-task stream (test)

87Weighted Accuracy (ACCw)

15

May 20, 2026

Popular datasets

CLIP Heterogeneous Sequence CLIP Task Stream Task sequence

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