puzzle

Benchmarks

Task Name	Dataset Name	SOTA Result
Offline Reinforcement Learning	puzzle-3x3-play OGBench 5 tasks v0	Average Success Rate87	19
Offline Goal-Conditioned Reinforcement Learning	puzzle 3x3 play v0	Success Rate100	13
overall	puzzle 4x6	Success Rate5,100	10
task5	puzzle-4x6	Success Rate0	10
task4	puzzle 4x6	Success Rate23	10
task3	puzzle-4x6	Success Rate6,700	10
task2	puzzle 4x6	Success Rate66	10
task1	puzzle 4x6	Success Rate10,000	10
overall	puzzle 4x5	Success Rate9,700	10
task5	puzzle 4x5	Success Rate8,800	10
task4	puzzle 4x5	Success Rate99	10
task3	puzzle 4x5	Success Rate100	10
task2	puzzle 4x5	Success Rate9,900	10
task1	puzzle 4x5	Success Rate10,000	10
Offline Goal-Conditioned Reinforcement Learning	puzzle-4x6-1B	Success Rate9,100	10
Offline Goal-Conditioned Reinforcement Learning	puzzle 4x5	Success Rate9,600	10
Manipulation	puzzle 4x4-play-oraclerep v0	Task 1 Success Rate62	9
Manipulation	puzzle 3x3 play oraclerep v0	Task 1 Success Rate99	9
Offline Goal-conditioned Reinforcement Learning	puzzle 3x3-play-oraclerep v0	task199	9
Puzzle Solving	Puzzle 10,000 puzzles (test)	Puzzle Success Rate97.2	7
Logic Reasoning	Puzzle 1.0 (test)	F1 Score19	7
Charts, figures, and puzzles	Puzzle	Score77.35	6
Offline Goal-Conditioned Reinforcement Learning	puzzle 4x6-play v0	Average Binary Success Rate18	6
Offline Goal-Conditioned Reinforcement Learning	puzzle 4x5 play v0	Success Rate18	6
Offline Goal-Conditioned Reinforcement Learning	puzzle 4x4 play v0	Average Binary Success Rate88	6

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