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Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
90Success Rate
4
May 4, 2026
58.2Success Rate (SR)
4
Apr 10, 2026
74.7Success Rate (SR)
4
Apr 10, 2026
58Success Rate
4
Mar 26, 2026
9.01Return
4
Mar 26, 2026
4.77Return
4
Mar 26, 2026
24.26Return
4
Mar 26, 2026
84Task Success Rate (TSR)
4
Mar 18, 2026
100Success Rate
4
Mar 18, 2026
2.93Mean Episodic Reward
4
Mar 11, 2026
79Success Rate
4
Feb 26, 2026
92Success Rate
4
Feb 26, 2026
96Success Rate
4
Feb 26, 2026
100Stage 1 Success Rate
4
Feb 26, 2026
1,000Success Rate
4
Feb 26, 2026
12.72Score
4
Feb 26, 2026
41.68Maze2d UMaze Score
4
Feb 26, 2026
47.5Success Rate
4
Feb 26, 2026
39.6Success Rate
4
Feb 26, 2026
70Success Rate
4
Feb 26, 2026
71.2Performance
4
Feb 26, 2026
87.5Success Rate
4
Feb 26, 2026
35.7Success Rate
4
Feb 26, 2026
0.022Per-step Optimization Time (s)
3
Jul 7, 2026
0.02Time per step (s)
3
Jul 7, 2026