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 1–25 of 399 papers

TitleStatusHype
PROL : Rehearsal Free Continual Learning in Streaming Data via Prompt Online LearningCode0
Reinforcement Fine-Tuning Naturally Mitigates Forgetting in Continual Post-Training—0
Unveiling Causal Reasoning in Large Language Models: Reality or Mirage?Code0
TaxoAdapt: Aligning LLM-Based Multidimensional Taxonomy Construction to Evolving Research CorporaCode1
Improving Personalized Search with Regularized Low-Rank Parameter UpdatesCode0
Intelligent Design 4.0: Paradigm Evolution Toward the Agentic AI Era—0
MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs—0
STELLA: Towards Protein Function Prediction with Multimodal LLMs Integrating Sequence-Structure Representations—0
HSSBench: Benchmarking Humanities and Social Sciences Ability for Multimodal Large Language ModelsCode0
HELM: Hyperbolic Large Language Models via Mixture-of-Curvature ExpertsCode1
BnMMLU: Measuring Massive Multitask Language Understanding in BengaliCode0
A General Knowledge Injection Framework for ICD CodingCode1
Does Localization Inform Unlearning? A Rigorous Examination of Local Parameter Attribution for Knowledge Unlearning in Language Models—0
Vision-Language Modeling Meets Remote Sensing: Models, Datasets and Perspectives—0
Who You Are Matters: Bridging Topics and Social Roles via LLM-Enhanced Logical Recommendation—0
GenKnowSub: Improving Modularity and Reusability of LLMs through General Knowledge SubtractionCode0
MMRL++: Parameter-Efficient and Interaction-Aware Representation Learning for Vision-Language ModelsCode2
From Knowledge to Reasoning: Evaluating LLMs for Ionic Liquids Research in Chemical and Biological EngineeringCode0
Latte: Transfering LLMs` Latent-level Knowledge for Few-shot Tabular Learning—0
VLM Q-Learning: Aligning Vision-Language Models for Interactive Decision-Making—0
Enhancing Target-unspecific Tasks through a Features Matrix—0
Learning Unknown Spoof Prompts for Generalized Face Anti-Spoofing Using Only Real Face Images—0
SAM-Guided Robust Representation Learning for One-Shot 3D Medical Image Segmentation—0
A Dual-Space Framework for General Knowledge Distillation of Large Language ModelsCode1
PASS-FC: Progressive and Adaptive Search Scheme for Fact Checking of Comprehensive Claims—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