Categories Companies Research

Loading the SOTA2 catalog…

Explore

Categories Companies Research

Contribute

Join SOTA2 Contact

SOTA2

© 2026 SOTA2

Build in Bellevue, USA

WizWand is now SOTA2 Research

Papers Benchmarks Datasets Tasks

Sequential Knowledge Editing research benchmarks · SOTA2 Research

Sequential Knowledge Editing

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

MEMIT (aligned)

99.67Efficacy

46

May 27, 2026

ZsRE sequential editing 10,000 Samples

97.8Efficacy Success (Eff)

33

Feb 26, 2026

CounterFact sequential editing 10,000 Samples

99.5Efficacy Success

33

Feb 26, 2026

CounterFact larger

98.97Efficacy

14

Apr 1, 2026

CounterFact top

93.87Efficacy

14

Apr 1, 2026

80.53Efficacy

10

Jun 23, 2026

100Efficacy

10

Feb 26, 2026

97.4Efficacy

8

Feb 26, 2026

99.2Reliability

6

May 12, 2026

MMEdit VQA 20-step 1.0 (test)

88.9Rel.

6

Feb 26, 2026

88.9Rel.

6

Feb 26, 2026

Editing Image Caption (E-IC) T=10 steps

84.64Relational Score

4

Feb 26, 2026

Editing Image Caption (E-IC) T=5 steps

86.53Relational Score

4

Feb 26, 2026

Editing VQA (E-VQA) T=10 steps

89.79Rel. Score

4

Feb 26, 2026

Editing VQA (E-VQA) T=5 steps

92.63Relational Accuracy (Rel.)

4

Feb 26, 2026

Popular datasets

Counterfact zsRE Editing VQA MQUAKE MMEdit

Follow for updates

Join SOTA2 Contact