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Controllable Generation on HelpSteer2

0.987Diversity

Prompting

Updated 4d ago

Evaluation Results

Method	Links
Prompting 2025.10		0.987	2.73	2.47
Re-Control 2025.10		0.986	2.72	2.27
Re-Control 2025.10		0.946	2.16	5.39
Prompting 2025.10		0.941	2.17	5.39
Re-Control 2025.10		0.931	3.07	1
Prompting 2025.10		0.93	3.12	1.2
MAT-Steer 2025.10		0.739	2.22	5.17
Base 2025.10		0.701	2.46	-
Prompting 2025.10		0.698	2.42	5.23
Base 2025.10		0.695	3.12	-
Prompting 2025.10		0.664	2.67	5.18
Base 2025.10		0.659	2.76	-
Base 2025.10		0.656	2.76	-
Prompting 2025.10		0.639	2.72	0.59
MAT-Steer 2025.10		0.637	2.91	0.97
Base 2025.10		0.632	2.78	-
Base 2025.10		0.626	2.19	-
Re-Control 2025.10		0.611	2.51	5.7
ITI 2025.10		0.604	3.02	3.75
ITI 2025.10		0.565	3.5	0.59
PRE-CONTROL 2025.10		0.558	2.16	7.96
Ours 2025.10		0.544	2.63	2.17
MAT-Steer 2025.10		0.539	2.57	5.84
ITI 2025.10		0.534	3.63	2.61
Ours 2025.10		0.53	2.41	8.31
ITI 2025.10		0.513	3.09	0.8
MAT-Steer 2025.10		0.503	2.46	5.48
Re-Control 2025.10		0.494	2.56	5.8
MAT-Steer 2025.10		0.487	3.05	1.36
Re-Control 2025.10		0.483	2.69	0.99
ITI 2025.10		0.45	2.73	4.02
PRE-CONTROL 2025.10		0.44	3.02	1.81
MAT-Steer 2025.10		0.308	2.86	8.73
ITI 2025.10		0.294	2.69	5.48
Ours 2025.10		0.291	2.46	9.11
PRE-CONTROL 2025.10		0.251	2.63	6.6