# SubPOP

Source: [SubPOP](<https://www.sota2.com/research/dataset/subpop>)

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.

- [Accuracy Estimation on Nonliving-26 Subpopulation Shift](<https://www.sota2.com/research/sota/accuracy-estimation-on-nonliving-26-subpopulation-shift.md>): Accuracy Estimation; Nonliving-26 Subpopulation Shift.

- [Accuracy Estimation on Living-17 Subpopulation Shift](<https://www.sota2.com/research/sota/accuracy-estimation-on-living-17-subpopulation-shift.md>): Accuracy Estimation; Living-17 Subpopulation Shift.

- [Accuracy Estimation on Entity-30 Subpopulation Shift](<https://www.sota2.com/research/sota/accuracy-estimation-on-entity-30-subpopulation-shift.md>): Accuracy Estimation; Entity-30 Subpopulation Shift.

- [Accuracy Estimation on Entity-13 Subpopulation Shift](<https://www.sota2.com/research/sota/accuracy-estimation-on-entity-13-subpopulation-shift.md>): Accuracy Estimation; Entity-13 Subpopulation Shift.

- [Demographic Bias Assessment on SubPOP](<https://www.sota2.com/research/sota/demographic-bias-assessment-on-subpop.md>): Demographic Bias Assessment; SubPOP.

- [Fairness Expressive Capacity Analysis on Subpopulation Boolean Functions](<https://www.sota2.com/research/sota/fairness-expressive-capacity-analysis-on-subpopulation-boolean-functions.md>): Fairness Expressive Capacity Analysis; Subpopulation Boolean Functions.

- [Population Subgroup Response Prediction on SubPOP (test)](<https://www.sota2.com/research/sota/population-subgroup-response-prediction-on-subpop-test.md>): Population Subgroup Response Prediction; SubPOP (test).