General Capability Evaluation on tinyBenchmarks benchmark leaderboard · SOTA2 Research

General Capability Evaluation on tinyBenchmarks

90AI2_arc AccuracyAAS

Evaluation Results

Method	Links
AAS2026.01		90	91	69	47	45
No Steering2026.01		90	93	71	74	59
DirAbl2026.01		90	94	70	74	59
AAS2026.01		90	93	72	75	57
Selective Steering2026.01		90	93	71	74	59
No Steering2026.01		87	93	64	63	59
Selective Steering2026.01		87	94	65	63	59
DirAbl2026.01		86	92	64	57	61
No Steering2026.01		81	85	66	56	51
DirAbl2026.01		80	86	67	56	49
Selective Steering2026.01		80	88	66	55	51
No Steering2026.01		80	88	61	60	53
DirAbl2026.01		80	82	62	57	50
Selective Steering2026.01		79	88	61	61	53
ActAdd2026.01		79	81	68	36	49
SAS2026.01		79	81	68	36	49
AAS2026.01		78	85	52	34	50
AAS2026.01		77	88	67	57	47
DirAbl2026.01		73	65	56	58	43
Selective Steering2026.01		72	78	61	57	37
No Steering2026.01		71	80	61	57	36
No Steering2026.01		71	70	54	55	38
Selective Steering2026.01		71	69	54	56	40
AAS2026.01		70	81	59	56	42
AAS2026.01		70	72	50	51	45
No Steering2026.01		69	78	53	49	47
Selective Steering2026.01		69	72	52	48	47
DirAbl2026.01		67	75	61	59	34
DirAbl2026.01		66	76	48	43	43
ActAdd2026.01		61	64	51	39	35
SAS2026.01		61	64	51	39	35
No Steering2026.01		47	43	46	21	31
Selective Steering2026.01		46	46	42	22	31
AAS2026.01		45	35	42	20	36
DirAbl2026.01		41	40	38	31	35
ActAdd2026.01		41	68	33	39	36
AAS2026.01		38	8	13	14	27
SAS2026.01		24	46	15	20	29
ActAdd2026.01		17	12	7	3	2
SAS2026.01		17	12	7	3	2
ActAdd2026.01		8	0	6	18	10
SAS2026.01		8	0	8	37	17
ActAdd2026.01		1	0	0	0	0
SAS2026.01		1	0	0	0	0
ActAdd2026.01		0	0	0	1	0
SAS2026.01		0	0	0	1	0
ActAdd2026.01		0	0	0	0	0
SAS2026.01		0	0	0	0	0