# FMO

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

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.

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

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

- [Image Demorphing on FMorph](<https://www.sota2.com/research/sota/image-demorphing-on-fmorph.md>): Image Demorphing; FMorph.

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

- [Multi-label Classification on FMoW (test)](<https://www.sota2.com/research/sota/multi-label-classification-on-fmow-test.md>): Multi-label Classification; FMoW (test).

- [Remote Sensing Classification on fMoW](<https://www.sota2.com/research/sota/remote-sensing-classification-on-fmow.md>): Remote Sensing Classification; fMoW.

- [Image Classification on FMOW ID](<https://www.sota2.com/research/sota/image-classification-on-fmow-id.md>): Image Classification; FMOW ID.

- [Satellite Image Generation on FMoW](<https://www.sota2.com/research/sota/satellite-image-generation-on-fmow.md>): Satellite image generation; FMoW.

- [Post-deployment performance monitoring on FMoW Temporal Shift](<https://www.sota2.com/research/sota/post-deployment-performance-monitoring-on-fmow-temporal-shift.md>): Post-deployment performance monitoring; FMoW Temporal Shift.

- [AI-generated image detection on FMoW (test)](<https://www.sota2.com/research/sota/ai-generated-image-detection-on-fmow-test.md>): AI-generated image detection; FMoW (test).

- [Image Classification on fMoW-RGB](<https://www.sota2.com/research/sota/image-classification-on-fmow-rgb.md>): Image Classification; fMoW-RGB.

- [Accuracy Estimation on FMoW](<https://www.sota2.com/research/sota/accuracy-estimation-on-fmow.md>): Accuracy Estimation; FMoW.

- [Satellite Image Classification on FMoW WILDS](<https://www.sota2.com/research/sota/satellite-image-classification-on-fmow-wilds.md>): Satellite Image Classification; FMoW WILDS.

- [Image Classification on FMoW OOD (test)](<https://www.sota2.com/research/sota/image-classification-on-fmow-ood-test.md>): Image Classification; FMoW OOD (test).

- [Image Classification on FMoW ID (test)](<https://www.sota2.com/research/sota/image-classification-on-fmow-id-test.md>): Image Classification; FMoW ID (test).

- [Active Learning on fMoW (test)](<https://www.sota2.com/research/sota/active-learning-on-fmow-test.md>): Active Learning; fMoW (test).

- [Image Classification on FMoW WILDS (test)](<https://www.sota2.com/research/sota/image-classification-on-fmow-wilds-test.md>): Image Classification; FMoW WILDS (test).

- [Image Classification on FMoW-WILDS out-of-distribution (val)](<https://www.sota2.com/research/sota/image-classification-on-fmow-wilds-out-of-distribution-val.md>): Image Classification; FMoW-WILDS out-of-distribution (val).

- [Satellite Image Classification on FMoW](<https://www.sota2.com/research/sota/satellite-image-classification-on-fmow.md>): Satellite Image Classification; FMoW.

- [Image Classification Calibration on FMoW](<https://www.sota2.com/research/sota/image-classification-calibration-on-fmow.md>): Image Classification Calibration; FMoW.

- [Scene Classification on fMoW-S2 (test)](<https://www.sota2.com/research/sota/scene-classification-on-fmow-s2-test.md>): Scene Classification; fMoW-S2 (test).

- [Land use classification on WILDS-FMoW v1.0 (test)](<https://www.sota2.com/research/sota/land-use-classification-on-wilds-fmow-v1-0-test.md>): Land use classification; WILDS-FMoW v1.0 (test).

- [Infrastructure classification on FMOW WILDS (test)](<https://www.sota2.com/research/sota/infrastructure-classification-on-fmow-wilds-test.md>): Infrastructure classification; FMOW WILDS (test).

- [Super-resolution on Sentinel2-fMoW](<https://www.sota2.com/research/sota/super-resolution-on-sentinel2-fmow.md>): Super-resolution; Sentinel2-fMoW.

- [Neuron Tracing on NeuroFly VISoR/fMOST (test)](<https://www.sota2.com/research/sota/neuron-tracing-on-neurofly-visor-fmost-test.md>): Neuron Tracing; NeuroFly VISoR/fMOST (test).

- [Classification on fMoW-RGB (val)](<https://www.sota2.com/research/sota/classification-on-fmow-rgb-val.md>): Classification; fMoW-RGB (val).

- [Image Classification on fMoW-Sentinel (val)](<https://www.sota2.com/research/sota/image-classification-on-fmow-sentinel-val.md>): Image Classification; fMoW-Sentinel (val).

- [Temporal Classification on fMoW (test)](<https://www.sota2.com/research/sota/temporal-classification-on-fmow-test.md>): Temporal Classification; fMoW (test).

- [Domain transfer difficulty prediction on FMoW-Wilds](<https://www.sota2.com/research/sota/domain-transfer-difficulty-prediction-on-fmow-wilds.md>): Domain transfer difficulty prediction; FMoW-Wilds.

- [Satellite Image Classification on FMoW OOD WILDS (test)](<https://www.sota2.com/research/sota/satellite-image-classification-on-fmow-ood-wilds-test.md>): Satellite Image Classification; FMoW OOD WILDS (test).

- [Image Classification on FMOW-WILDS](<https://www.sota2.com/research/sota/image-classification-on-fmow-wilds.md>): Image Classification; FMOW-WILDS.

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

- [Face Demorphing on FMorph](<https://www.sota2.com/research/sota/face-demorphing-on-fmorph.md>): Face Demorphing; FMorph.

- [Face Demorphing Retrieval on Mean of Six Morph Datasets (test)](<https://www.sota2.com/research/sota/face-demorphing-retrieval-on-mean-of-six-morph-datasets-test.md>): Face Demorphing Retrieval; Mean of six datasets (AMSL, OpenCV, FMorph, WMorph, MorDiff, StyleGAN) with CASIA-WebFace distractors (test).

- [OOD accuracy prediction on fMoW-WILDS](<https://www.sota2.com/research/sota/ood-accuracy-prediction-on-fmow-wilds.md>): OOD accuracy prediction; fMoW-WILDS.

- [Super-Resolution on fMoW-Sentinel2 crop field dataset](<https://www.sota2.com/research/sota/super-resolution-on-fmow-sentinel2-crop-field-dataset.md>): Super-Resolution; fMoW-Sentinel2 crop field dataset.

- [Point-level sequence classification on HalfMonth-dataBig point-level sequence (val seed 42)](<https://www.sota2.com/research/sota/point-level-sequence-classification-on-halfmonth-databig-point-level-sequence-val-seed-42.md>): Point-level sequence classification; HalfMonth-dataBig point-level sequence (val seed 42).

- [Classification on FMOW (Functional Map of the World) (test)](<https://www.sota2.com/research/sota/classification-on-fmow-functional-map-of-the-world-test.md>): Classification; FMOW (Functional Map of the World) (test).

- [Infrastructure Classification on FMOW-WILDS (val)](<https://www.sota2.com/research/sota/infrastructure-classification-on-fmow-wilds-val.md>): Infrastructure classification; FMOW-WILDS (val).

- [Localization on Blackbird halfmoon (half)](<https://www.sota2.com/research/sota/localization-on-blackbird-halfmoon-half.md>): Localization; Blackbird halfmoon (half).

- [Scene Classification on fMoW Temporal](<https://www.sota2.com/research/sota/scene-classification-on-fmow-temporal.md>): Scene Classification; fMoW Temporal.

- [Object Classification on fMoW-S2 (test)](<https://www.sota2.com/research/sota/object-classification-on-fmow-s2-test.md>): Object Classification; fMoW-S2 (test).

- [Image Classification on FMoW OOD WILDS (test)](<https://www.sota2.com/research/sota/image-classification-on-fmow-ood-wilds-test.md>): Image Classification; FMoW OOD WILDS (test).

- [Image Classification on FMoW ID WILDS (val)](<https://www.sota2.com/research/sota/image-classification-on-fmow-id-wilds-val.md>): Image Classification; FMoW ID WILDS (val).

- [Point-level sequence classification on HalfMonth dataBig (point-level split)](<https://www.sota2.com/research/sota/point-level-sequence-classification-on-halfmonth-databig-point-level-split.md>): Point-level sequence classification; HalfMonth dataBig (point-level split).

- [Super-resolution on fMoW](<https://www.sota2.com/research/sota/super-resolution-on-fmow.md>): Super-resolution; fMoW.

- [Image Classification on FMoW (OOD)](<https://www.sota2.com/research/sota/image-classification-on-fmow-ood.md>): Image Classification; FMoW (OOD).

- [Image Classification on Wilds-FMOW](<https://www.sota2.com/research/sota/image-classification-on-wilds-fmow.md>): Image Classification; Wilds-FMOW.

- [Image Representation Learning on fMoW (test)](<https://www.sota2.com/research/sota/image-representation-learning-on-fmow-test.md>): Image Representation Learning; fMoW (test).

- [Unconditional Image Generation on fMoW (test)](<https://www.sota2.com/research/sota/unconditional-image-generation-on-fmow-test.md>): Unconditional Image Generation; fMoW (test).

- [Satellite Image Classification on FMoW 1315](<https://www.sota2.com/research/sota/satellite-image-classification-on-fmow-1315.md>): Satellite Image Classification; FMoW 1315.

- [Object Tracking on FMO average of 16 sequences](<https://www.sota2.com/research/sota/object-tracking-on-fmo-average-of-16-sequences.md>): Object Tracking; FMO average of 16 sequences.