# ImageNet-LT

Source: [ImageNet-LT](<https://www.sota2.com/research/dataset/imagenet-lt>)

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.

- [Long-Tailed Image Classification on ImageNet-LT (test)](<https://www.sota2.com/research/sota/long-tailed-image-classification-on-imagenet-lt-test.md>): Long-Tailed Image Classification; ImageNet-LT (test).

- [Image Classification on ImageNet-LT (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-lt-test.md>): Image Classification; ImageNet-LT (test).

- [Image Classification on ImageNet-LT (val)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-lt-val.md>): Image Classification; ImageNet-LT (val).

- [Image Classification on ImageNet-LT 1.0 (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-lt-1-0-test.md>): Image Classification; ImageNet-LT 1.0 (test).

- [Image Classification on ImageNet-LT IR=256 (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-lt-ir-256-test.md>): Image Classification; ImageNet-LT IR=256 (test).

- [Image Classification on ImageNet-LT Forward Shifted (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-lt-forward-shifted-test.md>): Image Classification; ImageNet-LT Forward Shifted (test).

- [Out-of-Distribution Detection on ImageNet LT (test)](<https://www.sota2.com/research/sota/out-of-distribution-detection-on-imagenet-lt-test.md>): Out-of-Distribution Detection; ImageNet LT (test).

- [Long-tailed Image Classification on ImageNet-LT 1.0 (test)](<https://www.sota2.com/research/sota/long-tailed-image-classification-on-imagenet-lt-1-0-test.md>): Long-tailed Image Classification; ImageNet-LT 1.0 (test).

- [Image Classification on ImageNet-LT Backward Shifted (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-lt-backward-shifted-test.md>): Image Classification; ImageNet-LT Backward Shifted (test).

- [Interactive Retrieval on ImageNet-LT iteration 25](<https://www.sota2.com/research/sota/interactive-retrieval-on-imagenet-lt-iteration-25.md>): Interactive Retrieval; ImageNet-LT iteration 25.

- [Image Classification on ImageNet-LTNr (IF=10) (val)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-ltnr-if-10-val.md>): Image Classification; ImageNet-LTNr (IF=10) (val).

- [Long-tailed Recognition on ImageNet-LT (test)](<https://www.sota2.com/research/sota/long-tailed-recognition-on-imagenet-lt-test.md>): Long-tailed Recognition; ImageNet-LT (test).

- [Class-conditional image generation on ImageNet-LT (val)](<https://www.sota2.com/research/sota/class-conditional-image-generation-on-imagenet-lt-val.md>): Class-conditional image generation; ImageNet-LT (val).

- [Image Classification on ImageNet-LT Uniform Shifted (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-lt-uniform-shifted-test.md>): Image Classification; ImageNet-LT Uniform Shifted (test).

- [Long-tail Recognition on ImageNet-LT Overall Ours Setting (test)](<https://www.sota2.com/research/sota/long-tail-recognition-on-imagenet-lt-overall-ours-setting-test.md>): Long-tail Recognition; ImageNet-LT Overall Ours Setting (test).

- [Long-tail Recognition on ImageNet-LT Backward Ours Setting (test)](<https://www.sota2.com/research/sota/long-tail-recognition-on-imagenet-lt-backward-ours-setting-test.md>): Long-tail Recognition; ImageNet-LT Backward Ours Setting (test).

- [Long-tail Recognition on ImageNet-LT Uniform split Ours Setting (test)](<https://www.sota2.com/research/sota/long-tail-recognition-on-imagenet-lt-uniform-split-ours-setting-test.md>): Long-tail Recognition; ImageNet-LT Uniform split Ours Setting (test).

- [Long-tail Recognition on ImageNet-LT Forward-LT Ours Setting (test)](<https://www.sota2.com/research/sota/long-tail-recognition-on-imagenet-lt-forward-lt-ours-setting-test.md>): Long-tail Recognition; ImageNet-LT Forward-LT Ours Setting (test).

- [Failure Prediction on ImageNet-LT (test)](<https://www.sota2.com/research/sota/failure-prediction-on-imagenet-lt-test.md>): Failure Prediction; ImageNet-LT (test).

- [Long-tail Classification on mini-ImageNet-LT (val)](<https://www.sota2.com/research/sota/long-tail-classification-on-mini-imagenet-lt-val.md>): Long-tail Classification; mini-ImageNet-LT (val).

- [Image Classification on ImageNet-LT ILSVRC2012 (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-lt-ilsvrc2012-test.md>): Image Classification; ImageNet-LT ILSVRC2012 (test).

- [Long-tailed Recognition on ImageNet-LT Backward-LT (test)](<https://www.sota2.com/research/sota/long-tailed-recognition-on-imagenet-lt-backward-lt-test.md>): Long-tailed Recognition; ImageNet-LT Backward-LT (test).

- [Long-tailed Recognition on ImageNet-LT Uniform (test)](<https://www.sota2.com/research/sota/long-tailed-recognition-on-imagenet-lt-uniform-test.md>): Long-tailed Recognition; ImageNet-LT Uniform (test).

- [Long-tailed Recognition on ImageNet-LT Forward-LT (test)](<https://www.sota2.com/research/sota/long-tailed-recognition-on-imagenet-lt-forward-lt-test.md>): Long-tailed Recognition; ImageNet-LT Forward-LT (test).

- [Image Classification on IMAGENET-LT ResNet-50 (test)](<https://www.sota2.com/research/sota/image-classification-on-imagenet-lt-resnet-50-test.md>): Image Classification; IMAGENET-LT ResNet-50 (test).

- [Image Classification Calibration on ImageNet-C trained on ImageNet-LT Gaussian noise corruption level 5 (test)](<https://www.sota2.com/research/sota/image-classification-calibration-on-imagenet-c-trained-on-imagenet-lt-gaussian-noise-corruption-level-5-test.md>): Image Classification Calibration; ImageNet-C trained on ImageNet-LT Gaussian noise corruption level 5 (test).

- [Image Generation on ImageNet-LT 32 x 32](<https://www.sota2.com/research/sota/image-generation-on-imagenet-lt-32-x-32.md>): Image Generation; ImageNet-LT 32 x 32.

- [Long-tail Class Incremental Learning on ImageNet-LT 50 tasks 1.0](<https://www.sota2.com/research/sota/long-tail-class-incremental-learning-on-imagenet-lt-50-tasks-1-0.md>): Long-tail Class Incremental Learning; ImageNet-LT 50 tasks 1.0.

- [Long-tail Class Incremental Learning on ImageNet-LT 20 tasks 1.0](<https://www.sota2.com/research/sota/long-tail-class-incremental-learning-on-imagenet-lt-20-tasks-1-0.md>): Long-tail Class Incremental Learning; ImageNet-LT 20 tasks 1.0.

- [Long-tail Recognition on ImageNet-LT SADE (test)](<https://www.sota2.com/research/sota/long-tail-recognition-on-imagenet-lt-sade-test.md>): Long-tail Recognition; ImageNet-LT SADE (test).

- [Long-tail Recognition on ImageNet-LT (test)](<https://www.sota2.com/research/sota/long-tail-recognition-on-imagenet-lt-test.md>): Long-tail Recognition; ImageNet-LT (test).

- [Image Generation on ImageNet-LT 64 x 64](<https://www.sota2.com/research/sota/image-generation-on-imagenet-lt-64-x-64.md>): Image Generation; ImageNet-LT 64 x 64.

- [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.

- [Image Generation on ImageNet-LT (50k samples)](<https://www.sota2.com/research/sota/image-generation-on-imagenet-lt-50k-samples.md>): Image Generation; ImageNet-LT (50k samples).