# A9

Source: [A9](<https://www.sota2.com/research/dataset/a9>)

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.

- [Multi-modal Understanding and Reasoning on LLaVA-QA90 (test)](<https://www.sota2.com/research/sota/multi-modal-understanding-and-reasoning-on-llava-qa90-test.md>): Multi-modal Understanding and Reasoning; LLaVA-QA90 (test).

- [Fair Personalized Persuasive Generation on Climate new-family Gemma9B student Qwen32B teacher](<https://www.sota2.com/research/sota/fair-personalized-persuasive-generation-on-climate-new-family-gemma9b-student-qwen32b-teacher.md>): Fair personalized persuasive generation; Climate new-family Gemma9B student Qwen32B teacher.

- [Classification on a9a](<https://www.sota2.com/research/sota/classification-on-a9a.md>): Classification; a9a.

- [Classification on A9](<https://www.sota2.com/research/sota/classification-on-a9.md>): Classification; A9.

- [Binary Classification on a9a (test)](<https://www.sota2.com/research/sota/binary-classification-on-a9a-test.md>): Binary Classification; a9a (test).

- [Classification on LIBSVM a9a](<https://www.sota2.com/research/sota/classification-on-libsvm-a9a.md>): Classification; LIBSVM a9a.

- [SOC Prediction on LA92 Cycle 0°C](<https://www.sota2.com/research/sota/soc-prediction-on-la92-cycle-0-c.md>): SOC Prediction; LA92 Cycle 0°C.

- [SOC Prediction on LA92 Cycle -20°C](<https://www.sota2.com/research/sota/soc-prediction-on-la92-cycle-20-c.md>): SOC Prediction; LA92 Cycle -20°C.

- [Secure Pearson Correlation on a9a](<https://www.sota2.com/research/sota/secure-pearson-correlation-on-a9a.md>): Secure Pearson Correlation; a9a.

- [Binary Classification on a9a](<https://www.sota2.com/research/sota/binary-classification-on-a9a.md>): Binary Classification; a9a.

- [Classification on A9 (out-of-sample)](<https://www.sota2.com/research/sota/classification-on-a9-out-of-sample.md>): Classification; A9 (out-of-sample).

- [3D Human Pose Estimation on Yoga90 (384 videos)](<https://www.sota2.com/research/sota/3d-human-pose-estimation-on-yoga90-384-videos.md>): 3D Human Pose Estimation; Yoga90 (384 videos).

- [Parameter Calibration on PGPS model theta9](<https://www.sota2.com/research/sota/parameter-calibration-on-pgps-model-theta9.md>): Parameter Calibration; PGPS model theta9.

- [Worst-case risk optimization on a9a](<https://www.sota2.com/research/sota/worst-case-risk-optimization-on-a9a.md>): Worst-case risk optimization; a9a.

- [Black-Box Bilevel Optimization on WRA9 (20+20)-dimensional](<https://www.sota2.com/research/sota/black-box-bilevel-optimization-on-wra9-20-plus-20-dimensional.md>): Black-Box Bilevel Optimization; WRA9 20+20-dimensional.

- [SOC Prediction on LA92 Cycle -10°C](<https://www.sota2.com/research/sota/soc-prediction-on-la92-cycle-10-c.md>): SOC Prediction; LA92 Cycle -10°C.

- [Secure Training on a9a](<https://www.sota2.com/research/sota/secure-training-on-a9a.md>): Secure Training; a9a.

- [Binary Classification on A9A UCI (test)](<https://www.sota2.com/research/sota/binary-classification-on-a9a-uci-test.md>): Binary classification; A9A UCI (test).

- [Convex Optimization on a9a (test)](<https://www.sota2.com/research/sota/convex-optimization-on-a9a-test.md>): Convex Optimization; a9a (test).

- [Classification on LIBSVM a9a (test)](<https://www.sota2.com/research/sota/classification-on-libsvm-a9a-test.md>): Classification; a9a LIBSVM (test).

- [Dual Gaussian-kernelized SVM optimization on a9a](<https://www.sota2.com/research/sota/dual-gaussian-kernelized-svm-optimization-on-a9a.md>): Dual Gaussian-kernelized SVM optimization; a9a.