Question Answering On Wikihop

Metrics

Test

Results

Performance results of various models on this benchmark

		Paper Title
BigBird-etc	82.3	Big Bird: Transformers for Longer Sequences
Longformer-large	81.9	Longformer: The Long-Document Transformer
LUKE-Graph	81.0	LUKE-Graph: A Transformer-based Approach with Gated Relational Graph Attention for Cloze-style Reading Comprehension
MultiHop (Chen et al., [2019a])	76.5	Multi-hop Question Answering via Reasoning Chains
CFC	70.6	Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering
MHQA	65.4	Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks
Coref-GRU	59.3	Neural Models for Reasoning over Multiple Mentions using Coreference
MHPGM + NOIC	57.9	Commonsense for Generative Multi-Hop Question Answering Tasks
BiDAF	42.9	Constructing Datasets for Multi-hop Reading Comprehension Across Documents

0 of 9 row(s) selected.

Question Answering On Wikihop

Metrics

Test

Results

Performance results of various models on this benchmark

		Paper Title
BigBird-etc	82.3	Big Bird: Transformers for Longer Sequences
Longformer-large	81.9	Longformer: The Long-Document Transformer
LUKE-Graph	81.0	LUKE-Graph: A Transformer-based Approach with Gated Relational Graph Attention for Cloze-style Reading Comprehension
MultiHop (Chen et al., [2019a])	76.5	Multi-hop Question Answering via Reasoning Chains
CFC	70.6	Coarse-grain Fine-grain Coattention Network for Multi-evidence Question Answering
MHQA	65.4	Exploring Graph-structured Passage Representation for Multi-hop Reading Comprehension with Graph Neural Networks
Coref-GRU	59.3	Neural Models for Reasoning over Multiple Mentions using Coreference
MHPGM + NOIC	57.9	Commonsense for Generative Multi-Hop Question Answering Tasks
BiDAF	42.9	Constructing Datasets for Multi-hop Reading Comprehension Across Documents

0 of 9 row(s) selected.

Question Answering On Wikihop | SOTA | HyperAI