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What metrics were used to measure the Transformer + ASR Pretrain model in the NeurST: Neural Speech Translation Toolkit paper on the MuST-C EN->FR dataset?
Case-sensitive sacreBLEU
What metrics were used to measure the DAL model in the Dynamic Anchor Learning for Arbitrary-Oriented Object Detection paper on the ICDAR2015 dataset?
F-Measure
What metrics were used to measure the Multi-hop Dense Passage Retriever (MDR) model in the Reasoning over Public and Private Data in Retrieval-Based Systems paper on the ConcurrentQA dataset?
Answer F1
What metrics were used to measure the Beam Retrieval model in the Beam Retrieval: General End-to-End Retrieval for Multi-Hop Question Answering paper on the MuSiQue-Ans dataset?
An, Sp
What metrics were used to measure the Lip2Wav model in the Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis paper on the GRID corpus (mixed-speech) dataset?
WER
What metrics were used to measure the Lip2Wav model in the Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis paper on the LRW dataset?
WER
What metrics were used to measure the Lip2Wav model in the Learning Individual Speaking Styles for Accurate Lip to Speech Synthesis paper on the TCD-TIMIT corpus (mixed-speech) dataset?
WER
What metrics were used to measure the CORe model in the Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration paper on the Clinical Admission Notes from MIMIC-III dataset?
AUROC
What metrics were used to measure the BioBERT Base model in the Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration paper on the Clinical Admission Notes from MIMIC-III dataset?
AUROC
What metrics were used to measure the BERT Base model in the Clinical Outcome Prediction from Admission Notes using Self-Supervised Knowledge Integration paper on the Clinical Admission Notes from MIMIC-III dataset?
AUROC
What metrics were used to measure the MDD-Eval model in the MDD-Eval: Self-Training on Augmented Data for Multi-Domain Dialogue Evaluation paper on the USR-TopicalChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the Lin-Reg (all) model in the Proxy Indicators for the Quality of Open-domain Dialogues paper on the USR-TopicalChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the USR model in the USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation paper on the USR-TopicalChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the USR - DR (x = c) model in the USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation paper on the USR-TopicalChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the USR - MLM model in the USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation paper on the USR-TopicalChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the USR - DR (x = f) model in the USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation paper on the USR-TopicalChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the Lin-Reg (all) model in the Proxy Indicators for the Quality of Open-domain Dialogues paper on the USR-PersonaChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the USR - DR (x = c) model in the USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation paper on the USR-PersonaChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the USR model in the USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation paper on the USR-PersonaChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the USR - MLM model in the USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation paper on the USR-PersonaChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the USR - DR (x = f) model in the USR: An Unsupervised and Reference Free Evaluation Metric for Dialog Generation paper on the USR-PersonaChat dataset?
Spearman Correlation, Pearson Correlation
What metrics were used to measure the Text2Mesh model in the Text2Mesh: Text-Driven Neural Stylization for Meshes paper on the Meshes dataset?
Mean Opinion Score (Q1:Overall), Mean Opinion Score (Q2: Content), Mean Opinion Score (Q3: Style)
What metrics were used to measure the VQGAN model in the Text2Mesh: Text-Driven Neural Stylization for Meshes paper on the Meshes dataset?
Mean Opinion Score (Q1:Overall), Mean Opinion Score (Q2: Content), Mean Opinion Score (Q3: Style)
What metrics were used to measure the Trove model in the Ontology-driven weak supervision for clinical entity classification in electronic health records paper on the THYME-2016 dataset?
F1
What metrics were used to measure the Trove model in the Ontology-driven weak supervision for clinical entity classification in electronic health records paper on the ShARe/CLEF 2014: Task 2 Disorders dataset?
F1
What metrics were used to measure the VGGIN-Net model in the VGGIN-Net: Deep Transfer Network for Imbalanced Breast Cancer Dataset paper on the BreakHis dataset?
Accuracy (%), 1:1 Accuracy, Accuracy (Inter-Patient)
What metrics were used to measure the WaveMixLite-224/10 model in the Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers paper on the BreakHis dataset?
Accuracy (%), 1:1 Accuracy, Accuracy (Inter-Patient)
What metrics were used to measure the EfficientNet-b2 model in the Magnification Prior: A Self-Supervised Method for Learning Representations on Breast Cancer Histopathological Images paper on the BreakHis dataset?
Accuracy (%), 1:1 Accuracy, Accuracy (Inter-Patient)
What metrics were used to measure the Semi-DETR model in the Semi-DETR: Semi-Supervised Object Detection with Detection Transformers paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the Consistent-Teacher model in the Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the Dense Teacher model in the Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the PseCo model in the PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the Soft Teacher model in the End-to-End Semi-Supervised Object Detection with Soft Teacher paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the Revisiting Class Imbalance model in the Revisiting Class Imbalance for End-to-end Semi-Supervised Object Detection paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the RPL model in the Rethinking Pseudo Labels for Semi-Supervised Object Detection paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the Adaptive Class-Rebalancing model in the Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the MUM model in the MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the UNBIASED TEACHER model in the Unbiased Teacher for Semi-Supervised Object Detection paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the Instant-Teaching model in the Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the STAC model in the A Simple Semi-Supervised Learning Framework for Object Detection paper on the COCO 100% labeled data dataset?
mAP
What metrics were used to measure the Unbiased Teacher v2 model in the Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors paper on the COCO 0.5% labeled data dataset?
mAP
What metrics were used to measure the Adaptive Rebalancing model in the Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training paper on the COCO 0.5% labeled data dataset?
mAP
What metrics were used to measure the VC model in the Semi-supervised Object Detection via Virtual Category Learning paper on the COCO 0.5% labeled data dataset?
mAP
What metrics were used to measure the MUM model in the MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection paper on the COCO 0.5% labeled data dataset?
mAP
What metrics were used to measure the Unbiased Teacher model in the Unbiased Teacher for Semi-Supervised Object Detection paper on the COCO 0.5% labeled data dataset?
mAP
What metrics were used to measure the Semi-DETR model in the Semi-DETR: Semi-Supervised Object Detection with Detection Transformers paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Consistent-Teacher model in the Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the ARSL model in the Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Efficient Teacher model in the Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Revisiting Class Imbalance model in the Revisiting Class Imbalance for End-to-end Semi-Supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Dense Teacher model in the Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the MixTeacher-FCOS model in the MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the MixTeacher-FRCNN model in the MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the PseCo model in the PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Polishing Teacher model in the Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Unbiased Teacher v2 model in the Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Adaptive Class-Rebalancing model in the Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the VC model in the Semi-supervised Object Detection via Virtual Category Learning paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the ASTOD model in the Adaptive Self-Training for Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Omni-DETR model in the Omni-DETR: Omni-Supervised Object Detection with Transformers paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Soft Teacher model in the End-to-End Semi-Supervised Object Detection with Soft Teacher paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the SSOD with OCL and RUPL model in the Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the RPL model in the Rethinking Pseudo Labels for Semi-Supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Il-net (resnet-50) model in the Improving Localization for Semi-Supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the MUM model in the MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Humble teacher model in the Humble Teachers Teach Better Students for Semi-Supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Unbiased Teacher model in the Unbiased Teacher for Semi-Supervised Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Instant Teaching model in the Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the DETReg model in the DETReg: Unsupervised Pretraining with Region Priors for Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the STAC model in the A Simple Semi-Supervised Learning Framework for Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Semi-DETR model in the Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection paper on the COCO 10% labeled data dataset?
mAP, detector
What metrics were used to measure the Semi-DETR model in the Semi-DETR: Semi-Supervised Object Detection with Detection Transformers paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Adaptive Class-Rebalancing model in the Semi-Supervised Object Detection with Adaptive Class-Rebalancing Self-Training paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Unbiased Teacher v2 model in the Unbiased Teacher v2: Semi-supervised Object Detection for Anchor-free and Anchor-based Detectors paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Consistent-Teacher model in the Consistent-Teacher: Towards Reducing Inconsistent Pseudo-targets in Semi-supervised Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the ARSL model in the Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the MixTeacher-FRCNN model in the MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the VC model in the Semi-supervised Object Detection via Virtual Category Learning paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the MixTeacher-FCOS model in the MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Efficient Teacher model in the Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Polishing Teacher model in the Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the PseCo model in the PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the MUM model in the MUM : Mix Image Tiles and UnMix Feature Tiles for Semi-Supervised Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the SSOD with OCL and RUPL model in the Semi-Supervised Object Detection with Object-wise Contrastive Learning and Regression Uncertainty paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Unbiased Teacher model in the Unbiased Teacher for Semi-Supervised Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Soft Teacher + Swin-L(HTC++, multi-scale) model in the End-to-End Semi-Supervised Object Detection with Soft Teacher paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the ASTOD model in the Adaptive Self-Training for Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the RPL model in the Rethinking Pseudo Labels for Semi-Supervised Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Omni-DETR model in the Omni-DETR: Omni-Supervised Object Detection with Transformers paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Instant Teaching model in the Instant-Teaching: An End-to-End Semi-Supervised Object Detection Framework paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the DETReg model in the DETReg: Unsupervised Pretraining with Region Priors for Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the STAC model in the A Simple Semi-Supervised Learning Framework for Object Detection paper on the COCO 1% labeled data dataset?
mAP
What metrics were used to measure the Semi-DETR model in the Semi-DETR: Semi-Supervised Object Detection with Detection Transformers paper on the COCO 5% labeled data dataset?
mAP
What metrics were used to measure the ARSL model in the Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection paper on the COCO 5% labeled data dataset?
mAP
What metrics were used to measure the Efficient Teacher model in the Efficient Teacher: Semi-Supervised Object Detection for YOLOv5 paper on the COCO 5% labeled data dataset?
mAP
What metrics were used to measure the MixTeacher-FRCNN model in the MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection paper on the COCO 5% labeled data dataset?
mAP
What metrics were used to measure the MixTeacher-FCOS model in the MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection paper on the COCO 5% labeled data dataset?
mAP
What metrics were used to measure the Dense Teacher model in the Dense Teacher: Dense Pseudo-Labels for Semi-supervised Object Detection paper on the COCO 5% labeled data dataset?
mAP
What metrics were used to measure the PseCo model in the PseCo: Pseudo Labeling and Consistency Training for Semi-Supervised Object Detection paper on the COCO 5% labeled data dataset?
mAP
What metrics were used to measure the Revisiting Class Imbalance model in the Revisiting Class Imbalance for End-to-end Semi-Supervised Object Detection paper on the COCO 5% labeled data dataset?
mAP