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What metrics were used to measure the RPTM model in the Relation Preserving Triplet Mining for Stabilising the Triplet Loss in Re-identification Systems paper on the VehicleID Medium dataset?
Rank-1, Rank-5, Rank1, Rank5, mAP
What metrics were used to measure the Smooth-AP model in the Smooth-AP: Smoothing the Path Towards Large-Scale Image Retrieval paper on the VehicleID Medium dataset?
Rank-1, Rank-5, Rank1, Rank5, mAP
What metrics were used to measure the ANet model in the AttributeNet: Attribute Enhanced Vehicle Re-Identification paper on the VehicleID Medium dataset?
Rank-1, Rank-5, Rank1, Rank5, mAP
What metrics were used to measure the vehiclenet model in the VehicleNet: Learning Robust Feature Representation for Vehicle Re-identification paper on the VehicleID Medium dataset?
Rank-1, Rank-5, Rank1, Rank5, mAP
What metrics were used to measure the CAL model in the Counterfactual Attention Learning for Fine-Grained Visual Categorization and Re-identification paper on the VehicleID Medium dataset?
Rank-1, Rank-5, Rank1, Rank5, mAP
What metrics were used to measure the QD-DLF model in the Vehicle Re-identification Using Quadruple Directional Deep Learning Features paper on the VehicleID Medium dataset?
Rank-1, Rank-5, Rank1, Rank5, mAP
What metrics were used to measure the Re2G model in the Re2G: Retrieve, Rerank, Generate paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the intersect model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the KGI_0 model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the Wikipedia model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the RAG model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the BERT + DPR model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the BART + DPR model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the Multitask DPR + BART model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the TABi model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the chriskuei model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the GENRE model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the Multi-task DPR model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the Sphere model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the BART model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the T5-base model in the KILT: a Benchmark for Knowledge Intensive Language Tasks paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the multi-task small model in the paper on the KILT: Natural Questions dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the FiE model in the FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering paper on the Natural Questions dataset?
Exact Match
What metrics were used to measure the R2-D2 \w HN-DPR model in the R2-D2: A Modular Baseline for Open-Domain Question Answering paper on the Natural Questions dataset?
Exact Match
What metrics were used to measure the UniK-QA model in the UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering paper on the Natural Questions dataset?
Exact Match
What metrics were used to measure the UnitedQA (Hybrid) model in the UnitedQA: A Hybrid Approach for Open Domain Question Answering paper on the Natural Questions dataset?
Exact Match
What metrics were used to measure the BPR (linear scan; l=1000) model in the Efficient Passage Retrieval with Hashing for Open-domain Question Answering paper on the Natural Questions dataset?
Exact Match
What metrics were used to measure the UniK-QA model in the UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering paper on the TQA dataset?
Exact Match
What metrics were used to measure the BPR (linear scan; l=1000) model in the Efficient Passage Retrieval with Hashing for Open-domain Question Answering paper on the TQA dataset?
Exact Match
What metrics were used to measure the Re2G model in the Re2G: Retrieve, Rerank, Generate paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the intersect model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the Wikipedia model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the KGI_0 model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the Multitask DPR + BART model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the RAG model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the BERT + DPR model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the BART + DPR model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the TABi model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the chriskuei model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the GENRE model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the Multi-task DPR model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the Sphere model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the BART model in the paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the T5-base model in the KILT: a Benchmark for Knowledge Intensive Language Tasks paper on the KILT: TriviaQA dataset?
KILT-EM, R-Prec, Recall@5, EM, F1, KILT-F1
What metrics were used to measure the Cluster-Former (#C=512) model in the Cluster-Former: Clustering-based Sparse Transformer for Long-Range Dependency Encoding paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the Locality-Sensitive Hashing model in the Reformer: The Efficient Transformer paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the Multi-passage BERT model in the Multi-passage BERT: A Globally Normalized BERT Model for Open-domain Question Answering paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the Sparse Attention model in the Generating Long Sequences with Sparse Transformers paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the DECAPROP model in the Densely Connected Attention Propagation for Reading Comprehension paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the Denoising QA model in the Denoising Distantly Supervised Open-Domain Question Answering paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the DecaProp model in the Densely Connected Attention Propagation for Reading Comprehension paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the R^3 model in the R$^3$: Reinforced Reader-Ranker for Open-Domain Question Answering paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the DrQA model in the Reading Wikipedia to Answer Open-Domain Questions paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the Bi-Attention + DCU-LSTM model in the Multi-Granular Sequence Encoding via Dilated Compositional Units for Reading Comprehension paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the AMANDA model in the A Question-Focused Multi-Factor Attention Network for Question Answering paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the Focused Hierarchical RNN model in the Focused Hierarchical RNNs for Conditional Sequence Processing paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the ASR model in the Text Understanding with the Attention Sum Reader Network paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the SpanBERT model in the SpanBERT: Improving Pre-training by Representing and Predicting Spans paper on the SearchQA dataset?
EM, N-gram F1, Unigram Acc, F1
What metrics were used to measure the UnitedQA (Hybrid) model in the UnitedQA: A Hybrid Approach for Open Domain Question Answering paper on the TriviaQA dataset?
Exact Match
What metrics were used to measure the somebody model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the Wikipedia model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the arxiv.org/abs/2103.06332 model in the Hurdles to Progress in Long-form Question Answering paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the BART + DPR model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the RAG model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the TABi model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the chriskuei model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the GENRE model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the Multi-task DPR model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the BART model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the T5-base model in the KILT: a Benchmark for Knowledge Intensive Language Tasks paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the Training Set Retrieval (top 1) model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the multi-task small model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the Input Copying model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the Sphere model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the Random Training Set Answer model in the paper on the KILT: ELI5 dataset?
KILT-RL, R-Prec, Recall@5, ROUGE-L, F1, KILT-F1
What metrics were used to measure the DrQA model in the Reading Wikipedia to Answer Open-Domain Questions paper on the SQuAD1.1 dataset?
EM
What metrics were used to measure the DCN model in the Dynamic Coattention Networks For Question Answering paper on the SQuAD1.1 dataset?
EM
What metrics were used to measure the MPCM model in the Multi-Perspective Context Matching for Machine Comprehension paper on the SQuAD1.1 dataset?
EM
What metrics were used to measure the SPARTA model in the SPARTA: Efficient Open-Domain Question Answering via Sparse Transformer Matching Retrieval paper on the SQuAD1.1 dev dataset?
EM
What metrics were used to measure the BERTserini model in the Data Augmentation for BERT Fine-Tuning in Open-Domain Question Answering paper on the SQuAD1.1 dev dataset?
EM
What metrics were used to measure the BERTserini model in the End-to-End Open-Domain Question Answering with BERTserini paper on the SQuAD1.1 dev dataset?
EM
What metrics were used to measure the Fourier Transformer model in the Fourier Transformer: Fast Long Range Modeling by Removing Sequence Redundancy with FFT Operator paper on the ELI5 dataset?
Rouge-L, Rouge-1, Rouge-2
What metrics were used to measure the QG model in the Closed-book Question Generation via Contrastive Learning paper on the ELI5 dataset?
Rouge-L, Rouge-1, Rouge-2
What metrics were used to measure the BART model in the BART: Denoising Sequence-to-Sequence Pre-training for Natural Language Generation, Translation, and Comprehension paper on the ELI5 dataset?
Rouge-L, Rouge-1, Rouge-2
What metrics were used to measure the E-MCA model in the Using Local Knowledge Graph Construction to Scale Seq2Seq Models to Multi-Document Inputs paper on the ELI5 dataset?
Rouge-L, Rouge-1, Rouge-2
What metrics were used to measure the Transformer Multitask + LayerDrop model in the Reducing Transformer Depth on Demand with Structured Dropout paper on the ELI5 dataset?
Rouge-L, Rouge-1, Rouge-2
What metrics were used to measure the Multi-Inrerleave model in the Improving Conditioning in Context-Aware Sequence to Sequence Models paper on the ELI5 dataset?
Rouge-L, Rouge-1, Rouge-2
What metrics were used to measure the EMDR2 model in the End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering paper on the Natural Questions (short) dataset?
Exact Match
What metrics were used to measure the UniK-QA model in the UniK-QA: Unified Representations of Structured and Unstructured Knowledge for Open-Domain Question Answering paper on the WebQuestions dataset?
Exact Match
What metrics were used to measure the FiE+PAQ model in the FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering paper on the WebQuestions dataset?
Exact Match
What metrics were used to measure the FiE model in the FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering paper on the WebQuestions dataset?
Exact Match
What metrics were used to measure the EMDR2 model in the End-to-End Training of Multi-Document Reader and Retriever for Open-Domain Question Answering paper on the WebQuestions dataset?
Exact Match
What metrics were used to measure the ERNIE 2.0 Large model in the ERNIE 2.0: A Continual Pre-training Framework for Language Understanding paper on the DuReader dataset?
EM
What metrics were used to measure the ERNIE 2.0 Base model in the ERNIE 2.0: A Continual Pre-training Framework for Language Understanding paper on the DuReader dataset?
EM
What metrics were used to measure the Evidence Aggregation via R^3 Re-Ranking model in the Evidence Aggregation for Answer Re-Ranking in Open-Domain Question Answering paper on the Quasar dataset?
EM (Quasar-T), F1 (Quasar-T)
What metrics were used to measure the Denoising QA model in the Denoising Distantly Supervised Open-Domain Question Answering paper on the Quasar dataset?
EM (Quasar-T), F1 (Quasar-T)
What metrics were used to measure the DecaProp model in the Densely Connected Attention Propagation for Reading Comprehension paper on the Quasar dataset?
EM (Quasar-T), F1 (Quasar-T)
What metrics were used to measure the R^3 model in the R$^3$: Reinforced Reader-Ranker for Open-Domain Question Answering paper on the Quasar dataset?
EM (Quasar-T), F1 (Quasar-T)
What metrics were used to measure the GA model in the Gated-Attention Readers for Text Comprehension paper on the Quasar dataset?
EM (Quasar-T), F1 (Quasar-T)
What metrics were used to measure the BiDAF model in the Bidirectional Attention Flow for Machine Comprehension paper on the Quasar dataset?
EM (Quasar-T), F1 (Quasar-T)