Text-based Game Playing on Jericho (Test-Time Learning) benchmark leaderboard · SOTA2 Research

Text-based Game Playing on Jericho (Test-Time Learning)

95Detective ScoreEvoTest

Evaluation Results

Method	Links
EvoTest2025.10		95	80	16	38	35	34	50
EvoTest2025.10		94	77	14	35	32	31	47
EvoPrompt2025.10		67	50	12	32	26	29	36
Promptbreeder2025.10		65	49	12	31	25	32	36
EvoPrompt2025.10		65	48	10	30	24	27	34
Promptbreeder2025.10		63	47	10	29	23	30	34
TextGrad2025.10		62	47	13	30	18	25	33
TextGrad2025.10		61	45	11	28	16	23	31
Reflexion2025.10		60	44	11	27	32	31	34
Reflexion2025.10		58	41	9	25	30	29	32
GRPO (online)2025.10		55	38	7	22	30	26	30
Summary2025.10		47	35	13	16	27	22	27
Summary2025.10		45	33	12	15	25	21	25
SFT (online)2025.10		40	30	11	18	22	19	23
RAG2025.10		34	25	8	10	20	16	19
RAG2025.10		32	24	7	9	18	15	18
Memory2025.10		26	20	5	7	14	11	14
Memory2025.10		25	18	4	6	13	10	13
Static2025.10		23	16	4	6	12	9	12
Static2025.10		21	15	3	5	11	8	11