Atari Game Playing on Atari-57 (test)

48,076Alien ScoreMEME

Updated 5mo ago

Evaluation Results

Method
MEME2025.12	48,076	7,280	27,839	843,494	212,461	1,462,676	6,448	756,298	54,395	16,266	265	100	521	55,068	170,450	272,227	521,330	130,545	23	2,339	68	34	137,638	105,836	12,864	27,999	38	144,865	15,559	127,340	182,036	2,890	25,159	29,029	440,354	236	19	90,596	137,998	36,680	515,838	93	474,165	-3,339	13,124	26,243	173,678	10	23	159,728	384	478,536	2,318	750,859	65,006	654,252	85,322	8.306	9.467	29.675	0.031	51
BTR + RISE2025.12	23,763	14,387	19,942	332,399	65,735	889,978	1,627	338,143	110,521	4,664	31	100	509	60,648	794,513	164,439	486,877	135,597	23	2,361	56	34	40,341	68,707	3,898	23,702	49	52,444	13,690	43,602	125,305	0	12,923	31,932	507,672	0	21	154	120,112	23,267	465,631	87	256,634	-9,682	5,822	46,231	686,531	10	24	63,849	255	454,175	1,818	519,836	50,805	479,235	66,978	6.134	8.299	20.359	0.097	50
BTR2025.12	16,657	7,201	12,923	221,819	101,441	803,739	1,465	135,600	75,190	9,067	47	100	613	43,371	682,840	133,767	338,854	134,375	23	1,766	57	34	13,768	48,082	3,618	25,132	42	28,256	13,155	11,083	46,383	0	10,081	27,358	235,679	0	21	100	39,462	23,704	258,356	78	428,263	-8,286	853	40,195	535,798	10	24	104,209	297	391,439	1	573,774	42,236	209,499	47,078	4.199	5.918	15.264	0.121	49
Dreamer-v32025.12	10,977	3,612	26,010	441,763	348,684	1,553,222	1,083	419,653	37,073	10,557	250	100	384	554,553	802,698	193,204	579,875	142,109	24	2,166	82	34	41,888	87,600	12,570	40,677	57	24,010	12,229	69,858	154,893	1,852	24,079	77,809	316,606	0	20	26,432	201,084	48,080	150,402	132	356,584	-29,965	5,851	15,005	408,961	9	-3	314,947	395	614,065	0	940,631	99,136	675,774	78,443	8.325	8.912	23.258	0.113	49
Human2025.12	7,128	1,720	742	8,503	47,389	29,028	753	37,188	16,926	2,630	161	12	30	12,017	7,388	35,829	18,689	1,971	-16	860	-39	30	4,335	2,412	3,351	30,826	1	303	3,035	2,666	22,736	4,753	6,952	8,049	7,243	6,464	15	69,571	13,455	17,118	7,845	12	42,055	-4,337	12,327	1,669	10,250	6	-8	5,229	168	11,693	1,188	17,668	4,756	54,577	9,173	1	1	1	1	—
Rainbow2025.12	3,610	2,390	3,491	16,547	1,494	791,394	1,070	40,317	6,084	832	43	98	109	6,595	13,030	146,263	59,845	17,411	22	2,165	42	34	8,310	9,988	1,249	46,290	0	996	13,006	4,369	27,066	500	3,989	8,901	8,800	-27	20	21,353	18,332	20,676	55,104	67	9,591	-29,269	1,687	4,455	57,256	10	0	11,959	245	37,936	1,537	460,245	7,952	46,456	14,983	1.493	1.736	3.737	0.21	40
DQN (Nature)2025.12	2,355	1,269	1,526	2,803	847	843,372	560	18,426	5,203	467	30	79	92	2,378	2,722	103,550	6,386	5,437	-5	642	-2	26	483	5,441	209	15,767	-7	671	10,745	6,030	22,397	0	3,432	7,549	4,993	-45	16	1,113	9,801	9,726	38,431	59	2,416	-16,282	1,478	1,798	48,498	-7	-3	3,704	103	8,798	13	38,721	1,474	23,964	4,471	0.588	0.657	2.195	0.439	19
Random2025.12	228	6	222	210	719	12,850	14	2,360	364	124	23	0	2	2,091	811	10,780	2,874	152	-19	0	-92	0	65	258	173	1,027	-11	29	52	1,598	258	0	307	2,292	761	-229	-21	25	164	1,338	12	2	68	-17,098	1,236	148	664	-10	-24	3,568	11	533	0	0	564	3,093	32	0	0	0	0	—