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What metrics were used to measure the MAGNET model in the MAGNET: Multi-Label Text Classification using Attention-based Graph Neural Network paper on the Slashdot dataset?
Micro-F1
What metrics were used to measure the DECAF model in the ECLARE: Extreme Classification with Label Graph Correlations paper on the LF-AmazonTitles-131K dataset?
Precision@1
What metrics were used to measure the XGBoost model in the VICTOR: a Dataset for Brazilian Legal Documents Classification paper on the MVICTOR (theme) dataset?
Average F1, Weighted F1
What metrics were used to measure the SVM model in the VICTOR: a Dataset for Brazilian Legal Documents Classification paper on the MVICTOR (theme) dataset?
Average F1, Weighted F1
What metrics were used to measure the NB model in the VICTOR: a Dataset for Brazilian Legal Documents Classification paper on the MVICTOR (theme) dataset?
Average F1, Weighted F1
What metrics were used to measure the LAHA model in the Label-aware Document Representation via Hybrid Attention for Extreme Multi-Label Text Classification paper on the Kan-Shan Cup dataset?
P@1, P@3, P@5, nDCG@3, nDCG@5
What metrics were used to measure the XGBoost model in the VICTOR: a Dataset for Brazilian Legal Documents Classification paper on the SVICTOR (theme) dataset?
Average F1, Weighted F1
What metrics were used to measure the SVM model in the VICTOR: a Dataset for Brazilian Legal Documents Classification paper on the SVICTOR (theme) dataset?
Average F1, Weighted F1
What metrics were used to measure the NB model in the VICTOR: a Dataset for Brazilian Legal Documents Classification paper on the SVICTOR (theme) dataset?
Average F1, Weighted F1
What metrics were used to measure the DINO-MC model in the DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops paper on the BigEarthNet-10% dataset?
mean average precision
What metrics were used to measure the ResNet151 model in the Deep Residual Learning for Image Recognition paper on the VizWiz-Classification dataset?
Accuracy
What metrics were used to measure the ResNet101 model in the Residual Attention: A Simple but Effective Method for Multi-Label Recognition paper on the VOC2007 dataset?
MAP
What metrics were used to measure the IDA-R101(H) model in the Causality Compensated Attention for Contextual Biased Visual Recognition paper on the MSCOCO dataset?
mAP, mean average precision
What metrics were used to measure the IDA-R101(H) 576 model in the Causality Compensated Attention for Contextual Biased Visual Recognition paper on the MSCOCO dataset?
mAP, mean average precision
What metrics were used to measure the IDA-SwinL(H) 384 model in the Causality Compensated Attention for Contextual Biased Visual Recognition paper on the MSCOCO dataset?
mAP, mean average precision
What metrics were used to measure the ML-AGCN model in the Multi Label Image Classification using Adaptive Graph Convolutional Networks (ML-AGCN) paper on the MSCOCO dataset?
mAP, mean average precision
What metrics were used to measure the MoCo-v2 (ResNet50, fine tune) model in the SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the MoCo-v3 (ViT-S/16, fine tune) model in the SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the MoCo-v2 (ResNet18, fine tune) model in the Self-supervised Learning in Remote Sensing: A Review paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the MAE (ViT-S/16, fine tune) model in the SSL4EO-S12: A Large-Scale Multi-Modal, Multi-Temporal Dataset for Self-Supervised Learning in Earth Observation paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the DINO-MC model in the DINO-MC: Self-supervised Contrastive Learning for Remote Sensing Imagery with Multi-sized Local Crops paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the ResNet50 model in the In-domain representation learning for remote sensing paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the WideResNet-B5-ECA model in the Benchmarking and scaling of deep learning models for land cover image classification paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the ViTM/20 model in the Benchmarking and scaling of deep learning models for land cover image classification paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the ResNet50 model in the Benchmarking and scaling of deep learning models for land cover image classification paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the MLPMixer model in the Benchmarking and scaling of deep learning models for land cover image classification paper on the BigEarthNet dataset?
mAP (micro), mAP (macro), FScore, official split
What metrics were used to measure the SADCL model in the Semantic-Aware Dual Contrastive Learning for Multi-label Image Classification paper on the COCO 2014 dataset?
CF1, CP, CR, OF1, OP, OR, mAP
What metrics were used to measure the Css-Net model in the Relieving Triplet Ambiguity: Consensus Network for Language-Guided Image Retrieval paper on the Fashion200k dataset?
Recall@1, Recall@10, Recall@50
What metrics were used to measure the ComposeAE model in the Compositional Learning of Image-Text Query for Image Retrieval paper on the Fashion200k dataset?
Recall@1, Recall@10, Recall@50
What metrics were used to measure the Multi-grained Uncertainty Regularization(MUR) model in the Composed Image Retrieval with Text Feedback via Multi-grained Uncertainty Regularization paper on the Fashion200k dataset?
Recall@1, Recall@10, Recall@50
What metrics were used to measure the TIRG model in the Composing Text and Image for Image Retrieval - An Empirical Odyssey paper on the Fashion200k dataset?
Recall@1, Recall@10, Recall@50
What metrics were used to measure the Relationship model in the A simple neural network module for relational reasoning paper on the Fashion200k dataset?
Recall@1, Recall@10, Recall@50
What metrics were used to measure the Show and Tell model in the Show and Tell: A Neural Image Caption Generator paper on the Fashion200k dataset?
Recall@1, Recall@10, Recall@50
What metrics were used to measure the Param Hashing model in the Image Question Answering using Convolutional Neural Network with Dynamic Parameter Prediction paper on the Fashion200k dataset?
Recall@1, Recall@10, Recall@50
What metrics were used to measure the FashionConcept model in the Automatic Spatially-aware Fashion Concept Discovery paper on the Fashion200k dataset?
Recall@1, Recall@10, Recall@50
What metrics were used to measure the ComposeAE model in the Compositional Learning of Image-Text Query for Image Retrieval paper on the FashionIQ dataset?
Recall@10
What metrics were used to measure the TIRG model in the Composing Text and Image for Image Retrieval - An Empirical Odyssey paper on the FashionIQ dataset?
Recall@10
What metrics were used to measure the ComposeAE model in the Compositional Learning of Image-Text Query for Image Retrieval paper on the MIT-States dataset?
Recall@1, Recall@5, Recall@10
What metrics were used to measure the TIRG model in the Composing Text and Image for Image Retrieval - An Empirical Odyssey paper on the MIT-States dataset?
Recall@1, Recall@5, Recall@10
What metrics were used to measure the Show and Tell model in the Show and Tell: A Neural Image Caption Generator paper on the MIT-States dataset?
Recall@1, Recall@5, Recall@10
What metrics were used to measure the FiLM model in the FiLM: Visual Reasoning with a General Conditioning Layer paper on the MIT-States dataset?
Recall@1, Recall@5, Recall@10
What metrics were used to measure the Attribute as Operator model in the Attributes as Operators: Factorizing Unseen Attribute-Object Compositions paper on the MIT-States dataset?
Recall@1, Recall@5, Recall@10
What metrics were used to measure the ESDNet-L model in the Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing paper on the UHDM dataset?
PSNR
What metrics were used to measure the ESDNet model in the Towards Efficient and Scale-Robust Ultra-High-Definition Image Demoireing paper on the UHDM dataset?
PSNR
What metrics were used to measure the PI-REC model in the PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain paper on the Edge-to-Handbags dataset?
FID, LPIPS, HP, MMD
What metrics were used to measure the Xian et al._ model in the TextureGAN: Controlling Deep Image Synthesis with Texture Patches paper on the Edge-to-Handbags dataset?
FID, LPIPS, HP, MMD
What metrics were used to measure the bFT model in the Guided Image-to-Image Translation with Bi-Directional Feature Transformation paper on the Edge-to-Handbags dataset?
FID, LPIPS, HP, MMD
What metrics were used to measure the pix2pix model in the Image-to-Image Translation with Conditional Adversarial Networks paper on the Edge-to-Handbags dataset?
FID, LPIPS, HP, MMD
What metrics were used to measure the AugVAE-ML model in the L-Verse: Bidirectional Generation Between Image and Text paper on the ImageNet 256x256 dataset?
FID
What metrics were used to measure the AugVAE-SL model in the L-Verse: Bidirectional Generation Between Image and Text paper on the ImageNet 256x256 dataset?
FID
What metrics were used to measure the PI-REC model in the PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain paper on the Edge-to-Shoes dataset?
FID, LPIPS, HP, MMD
What metrics were used to measure the Xian et al._ model in the TextureGAN: Controlling Deep Image Synthesis with Texture Patches paper on the Edge-to-Shoes dataset?
FID, LPIPS, HP, MMD
What metrics were used to measure the bFT model in the Guided Image-to-Image Translation with Bi-Directional Feature Transformation paper on the Edge-to-Shoes dataset?
FID, LPIPS, HP, MMD
What metrics were used to measure the pix2pix model in the Image-to-Image Translation with Conditional Adversarial Networks paper on the Edge-to-Shoes dataset?
FID, LPIPS, HP, MMD
What metrics were used to measure the Ours (STFT: magnitude, L1l=1) W-Replicate model in the Towards Robust Image-in-Audio Deep Steganography paper on the Audio Set dataset?
SSIM
What metrics were used to measure the Ours (STFT: magnitude, L1l=1) WS-Replicate model in the Towards Robust Image-in-Audio Deep Steganography paper on the Audio Set dataset?
SSIM
What metrics were used to measure the bFT model in the Guided Image-to-Image Translation with Bi-Directional Feature Transformation paper on the Edge-to-Clothes dataset?
FID, LPIPS
What metrics were used to measure the ELSC model in the Ensemble Learning for Spectral Clustering paper on the pixraw10P dataset?
Accuracy (%)
What metrics were used to measure the ELSC model in the Ensemble Learning for Spectral Clustering paper on the warpPIE10P dataset?
Accuracy (%)
What metrics were used to measure the ELSC model in the Ensemble Learning for Spectral Clustering paper on the JAFFE dataset?
Accuracy (%)
What metrics were used to measure the ELSC model in the Ensemble Learning for Spectral Clustering paper on the australian dataset?
Accuracy (%)
What metrics were used to measure the DnC-SC model in the Divide-and-conquer based Large-Scale Spectral Clustering paper on the pendigits dataset?
runtime (s), Accuracy (%), NMI
What metrics were used to measure the LSC-R model in the Divide-and-conquer based Large-Scale Spectral Clustering paper on the pendigits dataset?
runtime (s), Accuracy (%), NMI
What metrics were used to measure the U-SPEC model in the Ultra-Scalable Spectral Clustering and Ensemble Clustering paper on the pendigits dataset?
runtime (s), Accuracy (%), NMI
What metrics were used to measure the LSC-K model in the Divide-and-conquer based Large-Scale Spectral Clustering paper on the pendigits dataset?
runtime (s), Accuracy (%), NMI
What metrics were used to measure the SC_RB model in the Scalable Spectral Clustering Using Random Binning Features paper on the pendigits dataset?
runtime (s), Accuracy (%), NMI
What metrics were used to measure the U-SPEC model in the Divide-and-conquer based Large-Scale Spectral Clustering paper on the pendigits dataset?
runtime (s), Accuracy (%), NMI
What metrics were used to measure the LBDM model in the Large-scale spectral clustering using diffusion coordinates on landmark-based bipartite graphs paper on the pendigits dataset?
runtime (s), Accuracy (%), NMI
What metrics were used to measure the ELSC model in the Ensemble Learning for Spectral Clustering paper on the iris dataset?
Accuracy (%)
What metrics were used to measure the ELSC model in the Ensemble Learning for Spectral Clustering paper on the BA dataset?
Accuracy (%)
What metrics were used to measure the ELSC model in the Ensemble Learning for Spectral Clustering paper on the Wine dataset?
Accuracy (%)
What metrics were used to measure the DynAE model in the Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the DTI-Clustering model in the Deep Transformation-Invariant Clustering paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the DDC-DA model in the Deep Density-based Image Clustering paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the PSSC model in the Scattering Transform Based Image Clustering using Projection onto Orthogonal Complement paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the DDC model in the Deep Density-based Image Clustering paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the OURS-RC model in the Joint Unsupervised Learning of Deep Representations and Image Clusters paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the GDL model in the Graph Degree Linkage: Agglomerative Clustering on a Directed Graph paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the AE+SNNL model in the Improving k-Means Clustering Performance with Disentangled Internal Representations paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the N2D (UMAP) model in the N2D: (Not Too) Deep Clustering via Clustering the Local Manifold of an Autoencoded Embedding paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the SR-K-means model in the Deep clustering: On the link between discriminative models and K-means paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the AGDL model in the Graph Degree Linkage: Agglomerative Clustering on a Directed Graph paper on the MNIST-test dataset?
NMI, Accuracy
What metrics were used to measure the TEMI CLIP ViT-L (openai) model in the Exploring the Limits of Deep Image Clustering using Pretrained Models paper on the ImageNet-50 dataset?
NMI, ACCURACY, ARI
What metrics were used to measure the TEMI MSN ViT-L model in the Exploring the Limits of Deep Image Clustering using Pretrained Models paper on the ImageNet-50 dataset?
NMI, ACCURACY, ARI
What metrics were used to measure the TEMI DINO ViT-B model in the Exploring the Limits of Deep Image Clustering using Pretrained Models paper on the ImageNet-50 dataset?
NMI, ACCURACY, ARI
What metrics were used to measure the Single-Noun Prior model in the Dataset Summarization by K Principal Concepts paper on the ImageNet-50 dataset?
NMI, ACCURACY, ARI
What metrics were used to measure the SCAN model in the SCAN: Learning to Classify Images without Labels paper on the ImageNet-50 dataset?
NMI, ACCURACY, ARI
What metrics were used to measure the TEMI MSN (ViT-L) model in the Exploring the Limits of Deep Image Clustering using Pretrained Models paper on the ImageNet dataset?
NMI, Accuracy, ARI, Comment
What metrics were used to measure the MAE-CT (ViT-H/16 best) model in the Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget paper on the ImageNet dataset?
NMI, Accuracy, ARI, Comment
What metrics were used to measure the MAE-CT (ViT-H/16 mean) model in the Contrastive Tuning: A Little Help to Make Masked Autoencoders Forget paper on the ImageNet dataset?
NMI, Accuracy, ARI, Comment
What metrics were used to measure the TEMI DINO (ViT-B) model in the Exploring the Limits of Deep Image Clustering using Pretrained Models paper on the ImageNet dataset?
NMI, Accuracy, ARI, Comment
What metrics were used to measure the SCAN model in the SCAN: Learning to Classify Images without Labels paper on the ImageNet dataset?
NMI, Accuracy, ARI, Comment
What metrics were used to measure the SeLa model in the Self-labelling via simultaneous clustering and representation learning paper on the ImageNet dataset?
NMI, Accuracy, ARI, Comment
What metrics were used to measure the HUME model in the The Pursuit of Human Labeling: A New Perspective on Unsupervised Learning paper on the ImageNet dataset?
NMI, Accuracy, ARI, Comment
What metrics were used to measure the FineGAN model in the FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery paper on the CUB Birds dataset?
Accuracy, NMI
What metrics were used to measure the DEPICT-Large model in the Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization paper on the CUB Birds dataset?
Accuracy, NMI
What metrics were used to measure the DEPICT model in the Deep Clustering via Joint Convolutional Autoencoder Embedding and Relative Entropy Minimization paper on the CUB Birds dataset?
Accuracy, NMI
What metrics were used to measure the JULE model in the Joint Unsupervised Learning of Deep Representations and Image Clusters paper on the CUB Birds dataset?
Accuracy, NMI
What metrics were used to measure the SPC model in the Selective Pseudo-label Clustering paper on the USPS dataset?
NMI, Accuracy
What metrics were used to measure the DynAE model in the Deep Clustering with a Dynamic Autoencoder: From Reconstruction towards Centroids Construction paper on the USPS dataset?
NMI, Accuracy