# WEED Source: [WEED]() Collection index: [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. - [Semantic Segmentation on WeedMap (test)](): Semantic Segmentation; WeedMap (test). - [Failure Detection on WEED-Hand](): Failure Detection; WEED-Hand. - [Camouflaged Object Detection on Weeds-Banana (test)](): Camouflaged Object Detection; Weeds-Banana (test). - [Fine-grained species classification on Weeds Species196 16-shot (test)](): Fine-grained species classification; Weeds Species196 16-shot (test). - [Image Editing on WeEdit Bilingual Benchmark 1.0 (test)](): Image Editing; WeEdit Bilingual Benchmark 1.0 (test). - [Failure Detection on WEED-Hand (AUROC)](): Failure Detection; WEED-Hand. - [OoD Detection on WEED-Hand](): OoD Detection; WEED-Hand. - [Weed Segmentation on WeedBananaCOD (test)](): Weed Segmentation; WeedBananaCOD (test). - [Image Classification, OOD, and Adversarial Detection on Oxford Flowers/Deep Weeds (test)](): Image Classification, OOD Detection, and Adversarial Attack Detection; Oxford Flowers low-shot (ID) -\> Deep Weeds (OOD) (test). - [Few-shot Classification on 12 Downstream Datasets (ChestX, CropDisease, Deep Weeds, DTD, EuroSAT, Flowers 102, Kaokore, Omniglot, Resisc45, Sketch, SVHN, ISIC)](): Few-shot Classification; 12 Downstream Datasets (ChestX, CropDisease, Deep Weeds, DTD, EuroSAT, Flowers 102, Kaokore, Omniglot, Resisc45, Sketch, SVHN, ISIC). - [Weed map representation on WeedMap Average (000-004)](): Weed map representation; WeedMap Average (000-004). - [Weed map representation on WeedMap Orthomosaic 004](): Weed map representation; WeedMap Orthomosaic 004. - [Weed map representation on WeedMap Orthomosaic 003](): Weed map representation; WeedMap Orthomosaic 003. - [Weed map representation on WeedMap Orthomosaic 002](): Weed map representation; WeedMap Orthomosaic 002. - [Weed map representation on WeedMap (Orthomosaic 001)](): Weed map representation; WeedMap (Orthomosaic 001). - [Weed map representation on WeedMap Orthomosaic 000](): Weed map representation; WeedMap Orthomosaic 000. - [Visual Species Recognition on Weeds](): Visual Species Recognition; Weeds. - [Fine-grained Image Classification on DeepWeeds (DW)](): Fine-grained Image Classification; DeepWeeds (DW). - [Weed Detection on WeedMaize](): Weed Detection; WeedMaize. - [Weed Detection on 3LC Cotton Weed Detection](): Weed Detection; 3LC Cotton Weed Detection. - [Weed Detection on WeedCrop Image Dataset](): Weed Detection; WeedCrop Image Dataset. - [Weed Detection on Crop and Weed Detection](): Weed Detection; Crop and Weed Detection. - [Object Detection on Weed Dataset 2021-2023](): Object Detection; Weed Dataset 2021-2023. - [Object Detection on Weed Dataset 2024](): Object Detection; Weed Dataset 2024. - [Object Detection on Weed Dataset 2025](): Object Detection; Weed Dataset 2025. - [Weed Distribution Mapping on Weed Distribution Mapping](): Weed Distribution Mapping; Weed Distribution Mapping. - [Classification on DeepWeeds (test)](): Classification; DeepWeeds (test). - [Semantic Segmentation on Yamaguchi Seaweed Dataset (test)](): Semantic Segmentation; Yamaguchi Seaweed Dataset (test). - [Offset-Point Tracking on Agricultural Scenario Weeder](): Offset-Point Tracking; Agricultural Scenario Weeder. - [Hypernymy Detection on Weeds 10% (val)](): Hypernymy Detection; Weeds 10% (val). - [Few-shot Image Classification on Weeds](): Few-shot Image Classification; Weeds.