Continual Reinforcement Learning
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
1.04Normalized Score
24
Feb 26, 2026
92Success Rate
12
Feb 26, 2026
81.7AP
11
Apr 16, 2026
87Performance
11
Feb 26, 2026
0.166AFSR
10
Jun 17, 2026
70.6Mean SR
10
Apr 20, 2026
1.05Final Transfer Grand Average (F-bar)
9
May 22, 2026
1.45Final Transfer Grand Average (F-bar)
9
May 22, 2026
1.19Final Transfer Grand Average (F-bar)
9
May 22, 2026
0.01Worst Transfer Average (W_bar)
9
May 22, 2026
0.26Worst Transfer Grand Average (W_bar)
9
May 22, 2026
-0.07Worst Transfer Average (W_bar)
9
May 22, 2026
-0.12Worst Transfer Grand Average (W_bar)
9
May 22, 2026
-0.15Worst Transfer Average (W_bar)
9
May 22, 2026
0.01Worst Transfer Average (W-bar)
9
May 22, 2026
0.07Worst Transfer Grand Average (W-bar)
9
May 22, 2026
0.2Worst Transfer Average (W-bar)
9
May 22, 2026
0.08Worst Transfer Average (W-bar)
9
May 22, 2026
-0.01Worst Transfer Average (W-bar)
9
May 22, 2026
1.34Max Performance
9
Mar 13, 2026
53Mean Score
7
May 7, 2026
42.7FT Gain
6
Apr 16, 2026
14.54Breakout Score
6
Mar 4, 2026
76.7Average Performance
6
Mar 4, 2026
38.75IQM
5
May 1, 2026