load dataset # `text1`, `text2`, and `label` are three required columns. ds = load_dataset('mteb/stsbenchmark-sts') ds = ds.map(lambda obj: {"text1": str(obj["sentence1"]), "text2": str(obj['sentence2']), "label": obj['score']}) ds = ds.select_columns(["text1", ...
train_data = SentencesDataset(sts_reader.get_examples('sts-train.csv'), model=model) train_dataloader = DataLoader(train_data, shuffle=True, batch_size=batch_size) train_loss = losses.CosineSimilarityLoss(model=model) logging.info("Read STSbenchmark dev dataset") dev_data = SentencesDataset(...
Edit STS 125 papers with code • 0 benchmarks • 4 datasets This task has no description! Would you like to contribute one?Benchmarks Add a Result These leaderboards are used to track progress in STS No evaluation results yet. Help compare methods by submitting evaluation metrics. ...
A dataset of sentence pairs annotated following the formalization. Source:Interpretable Semantic Textual Similarity: Finding and explaining differences between sentences Homepage Benchmarks Edit Add a new resultLink an existing benchmark Papers Dataset Loaders ...
PaddleSeg/tests/test_infer_dataset.sh inflating: PaddleSeg/tests/run_check_install.sh inflating: PaddleSeg/tests/test_infer_benchmark.sh [Errno 2] No such file or directory: 'PaddleSeg' /home/aistudio/work ERROR: Could not open requirements file: [Errno 2] 没有那个文件或目录: 'requirements....
As the translation quality is improved, FSRM-STS achieves promising results for the cross-dataset pedestrian retrieval. Experimental results on four benchmark datasets Market-1501, DukeMTMC-relD, CUHK03 and VIPeR show the effectiveness of the proposed model. Finally, the use of parallel computing ...
CTooth+: A Large-Scale Dental Cone Beam Computed Tomography Dataset and Benchmark for Tooth Volume Segmentation. In Data Augmentation, Labelling, and Imperfections: Second MICCAI Workshop, DALI 2022, Held in Conjunction with MICCAI 2022, Singapore, September 22, 2022, Proceedings (pp. 64-73). ...
For immunohistochemistry 3 micron thick sections were cut and subsequently stained with the Ventana Benchmark Ultra immunostainer (Ventana Medical Systems, Roche) with iView DAB Detection Kit (Roche) and ultraView Universal Alkaline Phosphatase Red Detection Kit (Roche). The following are the ...
Novel view synthesis by the NeRF and variants thereof commonly use visual quality assessment metrics for benchmarks, such as the Peak Signal-to-Noise Ratio (PSNR), Structural Similarity Index Measure (SSIM), and Learned Perceptual Image Patch Similarity (LPIPS). The PSNR is a no-reference quali...
DeepLabV3: significantly improves over our previous DeepLab versions without DenseCRF post-processing and attains comparable performance with other state-of-art models on the PASCAL VOC 2007 semantic image segmentation benchmark. Faster-RCNN: towards real-time object detection with region proposal network...