SOTAVerified

General Knowledge

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

Source: BIG-bench

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 251–275 of 399 papers

TitleStatusHype
Microsoft Cloud-based Digitization Workflow with Rich Metadata Acquisition for Cultural Heritage Objects—0
Colo-SCRL: Self-Supervised Contrastive Representation Learning for Colonoscopic Video Retrieval—0
TURNER: The Uncertainty-based Retrieval Framework for Chinese NER—0
Collective inference of the truth of propositions from crowd probability judgments—0
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs—0
MoColl: Agent-Based Specific and General Model Collaboration for Image Captioning—0
Model Compression with Two-stage Multi-teacher Knowledge Distillation for Web Question Answering System—0
Understanding Inequality of LLM Fact-Checking over Geographic Regions with Agent and Retrieval models—0
Mol-LLaMA: Towards General Understanding of Molecules in Large Molecular Language Model—0
MoSLD: An Extremely Parameter-Efficient Mixture-of-Shared LoRAs for Multi-Task Learning—0
MoST: Multi-modality Scene Tokenization for Motion Prediction—0
Motif-Based Prompt Learning for Universal Cross-Domain Recommendation—0
Collaborative ontology sharing and editing—0
Multilingual Tourist Assistance using ChatGPT: Comparing Capabilities in Hindi, Telugu, and Kannada—0
Multi-task Federated Learning with Encoder-Decoder Structure: Enabling Collaborative Learning Across Different Tasks—0
Multi-View Feature Representation for Dialogue Generation with Bidirectional Distillation—0
Neural Discourse Relation Recognition with Semantic Memory—0
Neural Regularized Domain Adaptation for Chinese Word Segmentation—0
Shifted Autoencoders for Point Annotation Restoration in Object Counting—0
Universal Item Tokenization for Transferable Generative Recommendation—0
Nudging: Inference-time Alignment of LLMs via Guided Decoding—0
Can LVLMs Obtain a Driver's License? A Benchmark Towards Reliable AGI for Autonomous Driving—0
One to Many: Adaptive Instrument Segmentation via Meta Learning and Dynamic Online Adaptation in Robotic Surgical Video—0
On the Usage of Continual Learning for Out-of-Distribution Generalization in Pre-trained Language Models of Code—0
Organizing Linked Data Quality Related Methods—0
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Benchmark Results

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