Knowledge Retention
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
88.3MMLU Accuracy
60
Apr 24, 2026
98.04Cosine Similarity
49
May 7, 2026
48.3Retain
36
May 15, 2026
65.9Source Domain Accuracy
23
Feb 26, 2026
64.64FB Score
17
Apr 16, 2026
54.1Rt
16
May 15, 2026
56Rt (Knowledge Retention)
16
May 15, 2026
80.3Rt
16
May 15, 2026
75.5Control Accuracy
15
Jun 24, 2026
18.4Util Score
14
May 15, 2026
64.64Class QA Accuracy
14
May 12, 2026
67.42Class VQA Accuracy
14
May 12, 2026
64.39Class VQA Accuracy
14
May 12, 2026
80.8Rouge Score
14
Feb 26, 2026
86.2Accuracy
12
May 8, 2026
65.61COM
12
May 8, 2026
74KRR
9
Apr 7, 2026
100Specificity
9
Mar 24, 2026
56KnowMem
9
Feb 26, 2026
82.54MME
8
May 8, 2026
81.18COM Score
8
May 8, 2026
96.54Specificity
8
Mar 24, 2026
58.2Rouge Score
8
Feb 26, 2026
56.6FB Score
7
Feb 26, 2026
37Accuracy
4
Jun 18, 2026