# A8

Source: [A8](<https://www.sota2.com/research/dataset/a8>)

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.

- [Clustering on Pla85900](<https://www.sota2.com/research/sota/clustering-on-pla85900.md>): Clustering; Pla85900.

- [Image Classification on CLIP-ViT TA8](<https://www.sota2.com/research/sota/image-classification-on-clip-vit-ta8.md>): Image Classification; CLIP-ViT TA8.

- [Image Classification on 13 Transfer Learning Datasets (val)](<https://www.sota2.com/research/sota/image-classification-on-13-transfer-learning-datasets-val.md>): Image Classification; 13 Transfer Learning Datasets (Aircraft, Caltech101, Cars, CIFAR10, CIFAR100, DTD, Flowers102, Food101, INat19, Pets, STL10, SVHN, Yoga82) (val).

- [Text-to-Image Generation on 20 prompts A800 stress frontier 1.0 (val)](<https://www.sota2.com/research/sota/text-to-image-generation-on-20-prompts-a800-stress-frontier-1-0-val.md>): Text-to-Image Generation; 20 prompts A800 stress frontier 1.0 (val).

- [Traveling Salesman Problem on TSPLIB pla85900 1.0 (test)](<https://www.sota2.com/research/sota/traveling-salesman-problem-on-tsplib-pla85900-1-0-test.md>): Traveling Salesman Problem; TSPLIB pla85900 1.0 (test).

- [Binary Classification on a8a (test)](<https://www.sota2.com/research/sota/binary-classification-on-a8a-test.md>): Binary Classification; a8a (test).

- [Classification on A8](<https://www.sota2.com/research/sota/classification-on-a8.md>): Classification; A8.

- [Classification on LIBSVM a8a](<https://www.sota2.com/research/sota/classification-on-libsvm-a8a.md>): Classification; LIBSVM a8a.

- [Energy, force, and charge prediction for charged systems on Na8/9Cl8+](<https://www.sota2.com/research/sota/energy-force-and-charge-prediction-for-charged-systems-on-na8-9cl8-plus.md>): Energy, force, and charge prediction for charged systems; Na8/9Cl8+.

- [Interatomic Potential Prediction on Na8/9Cl8+ (test)](<https://www.sota2.com/research/sota/interatomic-potential-prediction-on-na8-9cl8-plus-test.md>): Interatomic Potential Prediction; Na8/9Cl8+ (test).

- [Atomic Model Building on integrin alphaV beta8](<https://www.sota2.com/research/sota/atomic-model-building-on-integrin-alphav-beta8.md>): Atomic Model Building; integrin alphaV beta8.

- [Classification on A8 (out-of-sample)](<https://www.sota2.com/research/sota/classification-on-a8-out-of-sample.md>): Classification; A8 (out-of-sample).

- [MaxCut on BA800w](<https://www.sota2.com/research/sota/maxcut-on-ba800w.md>): MaxCut; BA800w.

- [MaxCut on BA800u](<https://www.sota2.com/research/sota/maxcut-on-ba800u.md>): MaxCut; BA800u.

- [Force prediction on Na8/9Cl8+ (test)](<https://www.sota2.com/research/sota/force-prediction-on-na8-9cl8-plus-test.md>): Force prediction; Na8/9Cl8+ (test).

- [Parameter Calibration on PGPS model theta8](<https://www.sota2.com/research/sota/parameter-calibration-on-pgps-model-theta8.md>): Parameter Calibration; PGPS model theta8.

- [OOD Detection on ImageNet LT (iNaturalist) a8](<https://www.sota2.com/research/sota/ood-detection-on-imagenet-lt-inaturalist-a8.md>): OOD Detection; ImageNet LT (iNaturalist) a8.

- [Firmware Fuzzing on TL-WPA8630 V2\_171011 (test)](<https://www.sota2.com/research/sota/firmware-fuzzing-on-tl-wpa8630-v2_171011-test.md>): Firmware Fuzzing; TL-WPA8630 V2\_171011 (test).

- [Black-Box Bilevel Optimization on WRA8 (20+20)-dimensional](<https://www.sota2.com/research/sota/black-box-bilevel-optimization-on-wra8-20-plus-20-dimensional.md>): Black-Box Bilevel Optimization; WRA8 (20+20)-dimensional.

- [Nusselt number prediction on Natural Convection Simulation Ra=10^8, Ri=0.1 (RunRa8Ri0.1)](<https://www.sota2.com/research/sota/nusselt-number-prediction-on-natural-convection-simulation-ra-10-8-ri-0-1-runra8ri0-1.md>): Nusselt number prediction; Natural Convection Simulation Ra=10^8, Ri=0.1 (RunRa8Ri0.1).

- [Nusselt number prediction on Natural Convection Simulation Ra=10^8, Ri=1 (RunRa8Ri1)](<https://www.sota2.com/research/sota/nusselt-number-prediction-on-natural-convection-simulation-ra-10-8-ri-1-runra8ri1.md>): Nusselt number prediction; Natural Convection Simulation Ra=10^8, Ri=1 (RunRa8Ri1).

- [Nusselt number prediction on Natural Convection Simulation RunRa8Ri10 Ra=10^8, Ri=10](<https://www.sota2.com/research/sota/nusselt-number-prediction-on-natural-convection-simulation-runra8ri10-ra-10-8-ri-10.md>): Nusselt number prediction; Natural Convection Simulation RunRa8Ri10 Ra=10^8, Ri=10.

- [Classification on a8a](<https://www.sota2.com/research/sota/classification-on-a8a.md>): Classification; a8a.

- [OOD Detection on ImageNet-LT Textures a8](<https://www.sota2.com/research/sota/ood-detection-on-imagenet-lt-textures-a8.md>): OOD Detection; ImageNet-LT Textures a8.

- [OOD Detection on ImageNet LT SUN a8](<https://www.sota2.com/research/sota/ood-detection-on-imagenet-lt-sun-a8.md>): OOD Detection; ImageNet LT SUN a8.