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Document Reranking on GOV2 Description

33.54MAPCEDR-KNRM (Max)
23.691226.248128.80531.3619Aug 20, 2020
Updated 8mo ago

Evaluation results

MethodLinks
CEDR-KNRM (Max)Backbone=ELECTRA, Aggregation strategy=Max-pooling2020.0833.5466.4860.86
PARADE-CNNBackbone=ELECTRA, Aggregation strategy=CNN, Evaluation protocol=Fine-tuned2020.0833.0866.8861.69
BirchBackbone=BERT, Evaluation protocol=Fine-tuned2020.0832.763.1257.63
ELECTRA-KNRMBackbone=ELECTRA, Kernel size=112020.0832.6964.6658.64
PARADE-TransformerBackbone=ELECTRA, Aggregation strategy=Transformer, Evaluation protocol=Fine-tuned2020.0832.6966.2160.69
PARADE-MaxBackbone=ELECTRA, Aggregation strategy=Max, Evaluation protocol=Fine-tuned2020.0831.662.7557.32
PARADE-AttnBackbone=ELECTRA, Aggregation strategy=Attention, Evaluation protocol=Fine-tuned2020.0831.1665.8459.9
PARADE-SumBackbone=ELECTRA, Aggregation strategy=Sum, Evaluation protocol=Fine-tuned2020.0830.7564.3658.79
PARADE-AvgBackbone=ELECTRA, Aggregation strategy=Average, Evaluation protocol=Fine-tuned2020.0829.2462.2857.1
ELECTRA-MaxPBackbone=ELECTRA, Pre-training dataset=MSMARCO, Evaluation protocol=Fine-tuned2020.0828.5758.7253.19
BM25+RM3Model Type=Query Expansion2020.0827.0249.9342.19
BM25Model Type=Unsupervised2020.0824.0747.0542.64