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SOTA
Question Answering
Question Answering On Webquestions
Question Answering On Webquestions
Metrics
EM
Results
Performance results of various models on this benchmark
Columns
Model Name
EM
Paper Title
Repository
PaLM-540B (Zero-Shot)
10.6
PaLM: Scaling Language Modeling with Pathways
-
GPT-3-175B (Few-Shot)
41.5
Language Models are Few-Shot Learners
-
PaLM 2-S (one-shot)
21.8
PaLM 2 Technical Report
-
ToT
26.3
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
-
ToT
26.3
Tree of Thoughts: Deliberate Problem Solving with Large Language Models
-
React
38.3
ReAct: Synergizing Reasoning and Acting in Language Models
-
DSP
59.4
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
-
REALM
40.7
REALM: Retrieval-Augmented Language Model Pre-Training
-
CoT
42.5
Chain-of-Thought Prompting Elicits Reasoning in Large Language Models
-
GPT-3-175B (Zero-Shot)
14.4
Language Models are Few-Shot Learners
-
CoT
42.5
Chain-of-Action: Faithful and Multimodal Question Answering through Large Language Models
-
Memory Networks (ensemble)
-
Large-scale Simple Question Answering with Memory Networks
-
PaLM 2-L (one-shot)
28.2
PaLM 2 Technical Report
-
T5.1.1-XXL+SSM
42.8
Exploring the Limits of Transfer Learning with a Unified Text-to-Text Transformer
-
PaLM-540B (One-Shot)
22.6
PaLM: Scaling Language Modeling with Pathways
-
GPT-3-175B (One-Shot)
25.3
Language Models are Few-Shot Learners
-
FiE+PAQ
56.3
FiE: Building a Global Probability Space by Leveraging Early Fusion in Encoder for Open-Domain Question Answering
-
DPR
42.4
Dense Passage Retrieval for Open-Domain Question Answering
-
Self-Ask
31.1
Measuring and Narrowing the Compositionality Gap in Language Models
-
Subgraph embeddings
-
Question Answering with Subgraph Embeddings
-
0 of 37 row(s) selected.
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Question Answering On Webquestions | SOTA | HyperAI