# Attribute Control

Source: [Attribute Control](<https://www.sota2.com/research/task/attribute-control>)

Collection index: [llms.txt](<https://www.sota2.com/research/llms.txt>)

A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage.



## Benchmarks

Page 1 of 1. This is an index page, not the full collection.

- [Attribute-controlled Text Generation on Code-UltraFeedback Negative Representative Target Score (test)](<https://www.sota2.com/research/sota/attribute-controlled-text-generation-on-code-ultrafeedback-negative-representative-target-score-test.md>): Attribute-controlled Text Generation; Code-UltraFeedback Negative Representative Target Score (test).

- [Attribute-controlled Text Generation on HelpSteer2 Negative Representative Target Score (test)](<https://www.sota2.com/research/sota/attribute-controlled-text-generation-on-helpsteer2-negative-representative-target-score-test.md>): Attribute-controlled Text Generation; HelpSteer2 Negative Representative Target Score (test).

- [Attribute-controlled Text Generation on Code-UltraFeedback Relative Positive Representative Target](<https://www.sota2.com/research/sota/attribute-controlled-text-generation-on-code-ultrafeedback-relative-positive-representative-target.md>): Attribute-controlled Text Generation; Code-UltraFeedback Relative Positive Representative Target.

- [Attribute-controlled Text Generation on HelpSteer2 Relative Positive Representative Target](<https://www.sota2.com/research/sota/attribute-controlled-text-generation-on-helpsteer2-relative-positive-representative-target.md>): Attribute-controlled Text Generation; HelpSteer2 Relative Positive Representative Target.

- [Attribute-Controlled Dialogue Generation on DailyDialog-CG (test)](<https://www.sota2.com/research/sota/attribute-controlled-dialogue-generation-on-dailydialog-cg-test.md>): Attribute-Controlled Dialogue Generation; DailyDialog-CG (test).

- [Attribute-controlled Machine Translation on MT-GENEVAL (aggregated)](<https://www.sota2.com/research/sota/attribute-controlled-machine-translation-on-mt-geneval-aggregated.md>): Attribute-controlled Machine Translation; MT-GENEVAL (aggregated).

- [Attribute-controlled Machine Translation on COCOA-MT (aggregated)](<https://www.sota2.com/research/sota/attribute-controlled-machine-translation-on-cocoa-mt-aggregated.md>): Attribute-controlled Machine Translation; COCOA-MT (aggregated).

- [Attribute-Controlled Dialogue Generation on ConvAI2-CG (test)](<https://www.sota2.com/research/sota/attribute-controlled-dialogue-generation-on-convai2-cg-test.md>): Attribute-Controlled Dialogue Generation; ConvAI2-CG (test).