SOTAVerified

General Knowledge

This task aims to evaluate the ability of a model to answer general-knowledge questions.

Source: BIG-bench

Papers

Showing 376399 of 399 papers

TitleStatusHype
Distributed Fine-tuning of Language Models on Private Data0
Differentially Private Distributed Learning for Language Modeling Tasks0
Neural Regularized Domain Adaptation for Chinese Word Segmentation0
RDF2Vec: RDF Graph Embeddings and Their ApplicationsCode1
ConceptNet at SemEval-2017 Task 2: Extending Word Embeddings with Multilingual Relational KnowledgeCode2
Automated Phrase Mining from Massive Text CorporaCode1
ConceptNet 5.5: An Open Multilingual Graph of General KnowledgeCode2
Knowledge Completion for Generics using Guided Tensor Factorization0
Visual Question Answering: A Survey of Methods and DatasetsCode0
Neural Discourse Relation Recognition with Semantic Memory0
Image Captioning and Visual Question Answering Based on Attributes and External Knowledge0
TabMCQ: A Dataset of General Knowledge Tables and Multiple-choice Questions0
Intelligent Conversational Bot for Massive Online Open Courses (MOOCs)0
Some Epistemological Problems with the Knowledge Level in Cognitive Architectures0
Ask Me Anything: Free-form Visual Question Answering Based on Knowledge from External Sources0
Data structuring for the ontological modelling of wind energy systems0
Learning Knowledge Graphs for Question Answering through Conversational Dialog0
Learning to Understand Phrases by Embedding the DictionaryCode0
Transaction Logic with (Complex) Events0
Analysis of Watson's Strategies for Playing Jeopardy!0
Collaborative ontology sharing and editing0
Organizing Linked Data Quality Related Methods0
A Dynamic Approach to Probabilistic Inference0
The Wisdom of Crowds in the Recollection of Order Information0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Chinchilla-70B (few-shot, k=5)Accuracy94.3Unverified
2Gopher-280B (few-shot, k=5)Accuracy93.9Unverified
3Chinchilla-70B (few-shot, k=5)Accuracy 85.7Unverified
4Gopher-280B (few-shot, k=5)Accuracy 84.8Unverified
5Gopher-280B (few-shot, k=5)Accuracy84.2Unverified
6Gopher-280B (few-shot, k=5)Accuracy 84.1Unverified
7Gopher-280B (few-shot, k=5)Accuracy 83.9Unverified
8Gopher-280B (few-shot, k=5)Accuracy83.3Unverified
9Gopher-280B (few-shot, k=5)Accuracy 81.8Unverified
10Gopher-280B (few-shot, k=5)Accuracy 81Unverified