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What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Chinchilla-70B (few-shot, k=5) model in the Training Compute-Optimal Large Language Models paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Stochastic Muzero model in the Planning in Stochastic Environments with a Learned Model paper on the The Game of 2048 dataset?
Average Score
What metrics were used to measure the AlphaZero (With Simulator) model in the Planning in Stochastic Environments with a Learned Model paper on the The Game of 2048 dataset?
Average Score
What metrics were used to measure the MuZero model in the Planning in Stochastic Environments with a Learned Model paper on the The Game of 2048 dataset?
Average Score
What metrics were used to measure the Beam Search model in the Playing 2048 With Reinforcement Learning paper on the The Game of 2048 dataset?
Average Score
What metrics were used to measure the DQN (1000 episodes) model in the Playing 2048 With Reinforcement Learning paper on the The Game of 2048 dataset?
Average Score
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the Gopher-280B (few-shot, k=5) model in the Scaling Language Models: Methods, Analysis & Insights from Training Gopher paper on the BIG-bench dataset?
Accuracy
What metrics were used to measure the ClipSitu model in the ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the CoFormer model in the Collaborative Transformers for Grounded Situation Recognition paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the SituFormer model in the Rethinking the Two-Stage Framework for Grounded Situation Recognition paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the Kernel GraphNet model in the Mixture-Kernel Graph Attention Network for Situation Recognition paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the GSRTR model in the Grounded Situation Recognition with Transformers paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the JSL model in the Grounded Situation Recognition paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the ISL model in the Grounded Situation Recognition paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the CAQ + RE-VGG model in the Attention-Based Context Aware Reasoning for Situation Recognition paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the GraphNet model in the Situation Recognition with Graph Neural Networks paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the RNN + Fusion model in the Recurrent Models for Situation Recognition paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the CRF + Aug model in the Commonly Uncommon: Semantic Sparsity in Situation Recognition paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the CRF model in the Situation Recognition: Visual Semantic Role Labeling for Image Understanding paper on the imSitu dataset?
Top-1 Verb, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Value
What metrics were used to measure the ClipSitu model in the ClipSitu: Effectively Leveraging CLIP for Conditional Predictions in Situation Recognition paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the CoFormer model in the Collaborative Transformers for Grounded Situation Recognition paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the SituFormer model in the Rethinking the Two-Stage Framework for Grounded Situation Recognition paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the Kernel GraphNet model in the Mixture-Kernel Graph Attention Network for Situation Recognition paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the GSRTR model in the Grounded Situation Recognition with Transformers paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the JSL model in the Grounded Situation Recognition paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the ISL model in the Grounded Situation Recognition paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the CAQ + RE-VGG model in the Attention-Based Context Aware Reasoning for Situation Recognition paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the GraphNet model in the Situation Recognition with Graph Neural Networks paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the RNN + Fusion model in the Recurrent Models for Situation Recognition paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the CRF + Aug model in the Commonly Uncommon: Semantic Sparsity in Situation Recognition paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the CRF model in the Situation Recognition: Visual Semantic Role Labeling for Image Understanding paper on the SWiG dataset?
Top-1 Verb, Top-1 Verb & Grounded-Value, Top-1 Verb & Value, Top-5 Verbs, Top-5 Verbs & Grounded-Value, Top-5 Verbs & Value
What metrics were used to measure the CapDec model in the Text-Only Training for Image Captioning using Noise-Injected CLIP paper on the FlickrStyle10K dataset?
CIDEr
What metrics were used to measure the Perturb, Predict & Paraphrase model in the Perturb, Predict & Paraphrase: Semi-Supervised Learning using Noisy Student for Image Captioning paper on the COCO dataset?
CIDEr
What metrics were used to measure the CapDec model in the Text-Only Training for Image Captioning using Noise-Injected CLIP paper on the Flickr30k dataset?
CIDEr
What metrics were used to measure the SGT model in the Extracting Temporal Event Relation with Syntax-guided Graph Transformer paper on the TB-Dense dataset?
Event Detection F-score
What metrics were used to measure the Early Fusion (Bert + InceptionV3) model in the Image and Text fusion for UPMC Food-101 \\using BERT and CNNs paper on the Food-101 dataset?
Accuracy (%)
What metrics were used to measure the Late Fusion (Bert + InceptionV3) model in the Image and Text fusion for UPMC Food-101 \\using BERT and CNNs paper on the Food-101 dataset?
Accuracy (%)
What metrics were used to measure the Convolutional image feature extraction and dense concatenating model in the Multimodal price prediction paper on the CD18 dataset?
Accuracy, F-measure (%)
What metrics were used to measure the Two Branch Network (Text - Bert + Image - Nts-Net) model in the Are These Birds Similar: Learning Branched Networks for Fine-grained Representations paper on the CUB-200-2011 dataset?
Accuracy
What metrics were used to measure the UrbanFM model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P3 dataset?
MSE, MAE, MAPE
What metrics were used to measure the UrbanFM model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P1 dataset?
MSE, MAE, MAPE
What metrics were used to measure the UrbanFM-ne model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P1 dataset?
MSE, MAE, MAPE
What metrics were used to measure the DeepSD model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P1 dataset?
MSE, MAE, MAPE
What metrics were used to measure the VDSR model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P1 dataset?
MSE, MAE, MAPE
What metrics were used to measure the SRResNet model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P1 dataset?
MSE, MAE, MAPE
What metrics were used to measure the ESPCN model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P1 dataset?
MSE, MAE, MAPE
What metrics were used to measure the SRCNN model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P1 dataset?
MSE, MAE, MAPE
What metrics were used to measure the HA model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P1 dataset?
MSE, MAE, MAPE
What metrics were used to measure the UrbanFM model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P2 dataset?
MSE , MAE, MAPE
What metrics were used to measure the UrbanFM-ne model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P2 dataset?
MSE , MAE, MAPE
What metrics were used to measure the UrbanFM model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P4 dataset?
MSE , MAE, MAPE
What metrics were used to measure the UrbanFM-ne model in the UrbanFM: Inferring Fine-Grained Urban Flows paper on the TaxiBJ-P4 dataset?
MSE , MAE, MAPE
What metrics were used to measure the UMAEA (w/o surf) model in the Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the MEAformer (w/o surf) model in the MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the UMAEA (w/o surf & iter ) model in the Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the MCLEA (w/o surf) model in the Multi-modal Contrastive Representation Learning for Entity Alignment paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the MEAformer (w/o surf & w/o iter) model in the MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the EVA (w/o surf) model in the Visual Pivoting for (Unsupervised) Entity Alignment paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the MCLEA (w/o surf & w/o iter) model in the Multi-modal Contrastive Representation Learning for Entity Alignment paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the EVA (w/o surf & w/o iter) model in the Visual Pivoting for (Unsupervised) Entity Alignment paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the MSNEA (w/o surf) model in the Multi-modal Siamese Network for Entity Alignment paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the MSNEA (w/o surf & w/o iter) model in the Multi-modal Siamese Network for Entity Alignment paper on the UMVM-dbp-fr-en dataset?
Hits@1
What metrics were used to measure the UMAEA (w/o surf) model in the Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment paper on the UMVM-oea-en-fr dataset?
Hits@1
What metrics were used to measure the MCLEA (w/o surf) model in the Multi-modal Contrastive Representation Learning for Entity Alignment paper on the UMVM-oea-en-fr dataset?
Hits@1
What metrics were used to measure the EVA (w/o surf) model in the Visual Pivoting for (Unsupervised) Entity Alignment paper on the UMVM-oea-en-fr dataset?
Hits@1
What metrics were used to measure the UMAEA (w/o surf & iter ) model in the Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment paper on the UMVM-oea-en-fr dataset?
Hits@1
What metrics were used to measure the MCLEA (w/o surf & w/o iter) model in the Multi-modal Contrastive Representation Learning for Entity Alignment paper on the UMVM-oea-en-fr dataset?
Hits@1
What metrics were used to measure the EVA (w/o surf & w/o iter) model in the Visual Pivoting for (Unsupervised) Entity Alignment paper on the UMVM-oea-en-fr dataset?
Hits@1
What metrics were used to measure the MSNEA (w/o surf) model in the Multi-modal Siamese Network for Entity Alignment paper on the UMVM-oea-en-fr dataset?
Hits@1
What metrics were used to measure the MSNEA (w/o surf & w/o iter) model in the Multi-modal Siamese Network for Entity Alignment paper on the UMVM-oea-en-fr dataset?
Hits@1
What metrics were used to measure the UMAEA (w/o surf) model in the Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the MEAformer (w/o surf) model in the MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the MCLEA (w/o surf) model in the Multi-modal Contrastive Representation Learning for Entity Alignment paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the UMAEA (w/o surf & iter ) model in the Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the MEAformer (w/o surf & w/o iter) model in the MEAformer: Multi-modal Entity Alignment Transformer for Meta Modality Hybrid paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the EVA (w/o surf) model in the Visual Pivoting for (Unsupervised) Entity Alignment paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the MCLEA (w/o surf & w/o iter) model in the Multi-modal Contrastive Representation Learning for Entity Alignment paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the EVA (w/o surf & w/o iter) model in the Visual Pivoting for (Unsupervised) Entity Alignment paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the MSNEA (w/o surf) model in the Multi-modal Siamese Network for Entity Alignment paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the MSNEA (w/o surf & w/o iter) model in the Multi-modal Siamese Network for Entity Alignment paper on the UMVM-dbp-zh-en dataset?
Hits@1
What metrics were used to measure the UMAEA (w/o surf) model in the Rethinking Uncertainly Missing and Ambiguous Visual Modality in Multi-Modal Entity Alignment paper on the UMVM-oea-d-w-v2 dataset?
Hits@1
What metrics were used to measure the MCLEA (w/o surf) model in the Multi-modal Contrastive Representation Learning for Entity Alignment paper on the UMVM-oea-d-w-v2 dataset?
Hits@1